| Year |
Citation |
Score |
| 2024 |
Liu H, Huang J, Jia D, Wang Q, Xu J, Shen D. Transferring Adult-like Phase Images for Robust Multi-view Isointense Infant Brain Segmentation. Ieee Transactions On Medical Imaging. PMID 39024078 DOI: 10.1109/TMI.2024.3430348 |
0.373 |
|
| 2024 |
Li X, Ouyang X, Zhang J, Ding Z, Zhang Y, Xue Z, Shi F, Shen D. Carotid Vessel Wall Segmentation Through Domain Aligner, Topological Learning, and Segment Anything Model for Sparse Annotation in MR Images. Ieee Transactions On Medical Imaging. PMID 38976464 DOI: 10.1109/TMI.2024.3424884 |
0.457 |
|
| 2024 |
Wang Q, Wen Z, Shi J, Wang Q, Shen D, Ying S. Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction. Ieee Transactions On Medical Imaging. PMID 38805327 DOI: 10.1109/TMI.2024.3406559 |
0.305 |
|
| 2024 |
Yang Z, Shen D, Chan KWY, Huang J. Attention-Based MultiOffset Deep Learning Reconstruction of Chemical Exchange Saturation Transfer (AMO-CEST) MRI. Ieee Journal of Biomedical and Health Informatics. PMID 38776205 DOI: 10.1109/JBHI.2024.3404225 |
0.328 |
|
| 2024 |
Teng L, He Y, Cao Z, Hua R, Han Y, Feng Q, Shi F, Shen D. Unified Model for Children's Brain Image Segmentation with Co-Registration Framework Guided by Longitudinal MRI. Ieee Journal of Biomedical and Health Informatics. PMID 38669174 DOI: 10.1109/JBHI.2024.3393974 |
0.516 |
|
| 2024 |
Liu H, Ni Z, Nie D, Shen D, Wang J, Tang Z. Multimodal Brain Tumor Segmentation Boosted by Monomodal Normal Brain Images. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 33: 1199-1210. PMID 38315584 DOI: 10.1109/TIP.2024.3359815 |
0.334 |
|
| 2024 |
Chen J, Lu R, Jing B, Zhang H, Chen G, Shen D. One model, two brains: Automatic fetal brain extraction from MR images of twins. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 112: 102330. PMID 38262133 DOI: 10.1016/j.compmedimag.2024.102330 |
0.33 |
|
| 2023 |
Sun Y, Gu Y, Shi F, Liu J, Li G, Feng Q, Shen D. Coarse-to-fine registration and time-intensity curves constraint for liver DCE-MRI synthesis. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 111: 102319. PMID 38147798 DOI: 10.1016/j.compmedimag.2023.102319 |
0.452 |
|
| 2023 |
Huang S, Zhang X, Cui Z, Zhang H, Chen G, Shen D. Tissue Segmentation of Thick-Slice Fetal Brain MR Scans With Guidance From High-Quality Isotropic Volumes. Ieee Transactions On Bio-Medical Engineering. PMID 38048237 DOI: 10.1109/TBME.2023.3337338 |
0.318 |
|
| 2023 |
Liu M, Zhang J, Wang Y, Zhou Y, Xie F, Guo Q, Shi F, Zhang H, Wang Q, Shen D. A common spectrum underlying brain disorders across lifespan revealed by deep learning on brain networks. Iscience. 26: 108244. PMID 38026184 DOI: 10.1016/j.isci.2023.108244 |
0.4 |
|
| 2023 |
Chen J, Lu R, Ye S, Guang M, Tassew TM, Jing B, Zhang G, Chen G, Shen D. Image Recovery Matters: A Recovery-Extraction Framework for Robust Fetal Brain Extraction from MR Images. Ieee Journal of Biomedical and Health Informatics. PMID 37995170 DOI: 10.1109/JBHI.2023.3333953 |
0.383 |
|
| 2023 |
Wang Y, Luo Y, Zu C, Zhan B, Jiao Z, Wu X, Zhou J, Shen D, Zhou L. 3D multi-modality Transformer-GAN for high-quality PET reconstruction. Medical Image Analysis. 91: 102983. PMID 37926035 DOI: 10.1016/j.media.2023.102983 |
0.343 |
|
| 2023 |
Jin L, Sun T, Liu X, Cao Z, Liu Y, Chen H, Ma Y, Zhang J, Zou Y, Liu Y, Shi F, Shen D, Wu J. A multi-center performance assessment for automated histopathological classification and grading of glioma using whole slide images. Iscience. 26: 108041. PMID 37876818 DOI: 10.1016/j.isci.2023.108041 |
0.441 |
|
| 2023 |
Gao X, Shi F, Shen D, Liu M. Multimodal transformer network for incomplete image generation and diagnosis of Alzheimer's disease. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 110: 102303. PMID 37832503 DOI: 10.1016/j.compmedimag.2023.102303 |
0.504 |
|
| 2023 |
Zhang J, Cui Z, Zhou L, Sun Y, Li Z, Liu Z, Shen D. Breast Fibroglandular Tissue Segmentation for Automated BPE Quantification with Iterative Cycle-consistent Semi-supervised Learning. Ieee Transactions On Medical Imaging. PMID 37756174 DOI: 10.1109/TMI.2023.3319646 |
0.331 |
|
| 2023 |
Zhang J, Wu J, Zhou XS, Shi F, Shen D. Recent advancements in artificial intelligence for breast cancer: Image augmentation, segmentation, diagnosis, and prognosis approaches. Seminars in Cancer Biology. 96: 11-25. PMID 37704183 DOI: 10.1016/j.semcancer.2023.09.001 |
0.373 |
|
| 2023 |
Li C, Liu M, Xia J, Mei L, Yang Q, Shi F, Zhang H, Shen D. Individualized assessment of brain Aβ deposition with fMRI using deep learning. Ieee Journal of Biomedical and Health Informatics. PMID 37616143 DOI: 10.1109/JBHI.2023.3306460 |
0.435 |
|
| 2023 |
Gao X, Liu H, Shi F, Shen D, Liu M. Brain Status Transferring Generative Adversarial Network for Decoding Individualized Atrophy in Alzheimer's Disease. Ieee Journal of Biomedical and Health Informatics. PMID 37607152 DOI: 10.1109/JBHI.2023.3304388 |
0.51 |
|
| 2023 |
Wu J, Xia Y, Wang X, Wei Y, Liu A, Innanje A, Zheng M, Chen L, Shi J, Wang L, Zhan Y, Zhou XS, Xue Z, Shi F, Shen D. uRP: An integrated research platform for one-stop analysis of medical images. Frontiers in Radiology. 3: 1153784. PMID 37492386 DOI: 10.3389/fradi.2023.1153784 |
0.391 |
|
| 2023 |
Liao S, Mo Z, Zeng M, Wu J, Gu Y, Li G, Quan G, Lv Y, Liu L, Yang C, Wang X, Huang X, Zhang Y, Cao W, Dong Y, ... ... Shen D, et al. Fast and low-dose medical imaging generation empowered by hybrid deep-learning and iterative reconstruction. Cell Reports. Medicine. 4: 101119. PMID 37467726 DOI: 10.1016/j.xcrm.2023.101119 |
0.412 |
|
| 2023 |
Liu M, Zhang H, Shi F, Shen D. Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity. Ieee Transactions On Neural Networks and Learning Systems. PMID 37339027 DOI: 10.1109/TNNLS.2023.3282961 |
0.455 |
|
| 2023 |
Ma Y, Shi F, Sun T, Chen H, Cheng H, Liu X, Wu S, Lu J, Zou Y, Zhang J, Jin L, Shen D, Wu J. Histopathological auxiliary system for brain tumour (HAS-Bt) based on weakly supervised learning using a WHO CNS5-style pipeline. Journal of Neuro-Oncology. PMID 37173511 DOI: 10.1007/s11060-023-04306-6 |
0.356 |
|
| 2023 |
Jiang C, Pan Y, Cui Z, Nie D, Shen D. Semi-supervised Standard-dose PET Image Generation via Region-adaptive Normalization and Structural Consistency Constraint. Ieee Transactions On Medical Imaging. PMID 37141060 DOI: 10.1109/TMI.2023.3273029 |
0.323 |
|
| 2023 |
Lu Z, Wang J, Li Z, Ying S, Wang J, Shi J, Shen D. Two-Stage Self-Supervised Cycle-Consistency Transformer Network for Reducing Slice Gap in MR Images. Ieee Journal of Biomedical and Health Informatics. PMID 37126622 DOI: 10.1109/JBHI.2023.3271815 |
0.323 |
|
| 2023 |
Yao L, Shi F, Wang S, Zhang X, Xue Z, Cao X, Zhan Y, Chen L, Chen Y, Song B, Wang Q, Shen D. TaG-Net: Topology-aware Graph Network for Centerline-based Vessel Labeling. Ieee Transactions On Medical Imaging. PMID 37022246 DOI: 10.1109/TMI.2023.3240825 |
0.368 |
|
| 2023 |
Yang Y, Hu S, Zhang L, Shen D. Deep learning based brain MRI registration driven by local-signed-distance fields of segmentation maps. Medical Physics. PMID 36880373 DOI: 10.1002/mp.16291 |
0.337 |
|
| 2022 |
Zeng Z, Zhao T, Sun L, Zhang Y, Xia M, Liao X, Zhang J, Shen D, Wang L, He Y. 3D-MASNet: 3D mixed-scale asymmetric convolutional segmentation network for 6-month-old infant brain MR images. Human Brain Mapping. PMID 36515219 DOI: 10.1002/hbm.26174 |
0.377 |
|
| 2022 |
Liu Y, Li H, Luo T, Zhang C, Xiao Z, Wei Y, Gao Y, Shi F, Shan F, Shen D. Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity. Ieee Transactions On Medical Imaging. PMID 36459600 DOI: 10.1109/TMI.2022.3226575 |
0.396 |
|
| 2022 |
Zhang S, Ren B, Yu Z, Yang H, Han X, Chen X, Zhou Y, Shen D, Zhang XY. TW-Net: Transformer Weighted Network for Neonatal Brain MRI Segmentation. Ieee Journal of Biomedical and Health Informatics. PMID 36446007 DOI: 10.1109/JBHI.2022.3225475 |
0.326 |
|
| 2022 |
Shi F, Hu W, Wu J, Han M, Wang J, Zhang W, Zhou Q, Zhou J, Wei Y, Shao Y, Chen Y, Yu Y, Cao X, Zhan Y, Zhou XS, ... ... Shen D, et al. Deep learning empowered volume delineation of whole-body organs-at-risk for accelerated radiotherapy. Nature Communications. 13: 6566. PMID 36323677 DOI: 10.1038/s41467-022-34257-x |
0.352 |
|
| 2022 |
Gu D, Shi F, Hua R, Wei Y, Li Y, Zhu J, Zhang W, Zhang H, Yang Q, Huang P, Jiang Y, Bo B, Li Y, Zhang Y, Zhang M, ... ... Shen D, et al. An artificial-intelligence-based age-specific template construction framework for brain structural analysis using magnetic resonance images. Human Brain Mapping. PMID 36269199 DOI: 10.1002/hbm.26126 |
0.432 |
|
| 2022 |
Zhou S, Nie D, Adeli E, Wei Q, Ren X, Liu X, Zhu E, Yin J, Wang Q, Shen D. Semantic instance segmentation with discriminative deep supervision for medical images. Medical Image Analysis. 82: 102626. PMID 36208573 DOI: 10.1016/j.media.2022.102626 |
0.344 |
|
| 2022 |
Shen Y, Shen D, Ke J. Identify Representative Samples by Conditional Random Field of Cancer Histology Images. Ieee Transactions On Medical Imaging. PMID 35951579 DOI: 10.1109/TMI.2022.3198526 |
0.333 |
|
| 2022 |
Wu TH, Lian C, Lee S, Pastewait M, Piers C, Liu J, Wang F, Wang L, Chiu CY, Wang W, Jackson C, Chao WL, Shen D, Ko CC. Two-Stage Mesh Deep Learning for Automated Tooth Segmentation and Landmark Localization on 3D Intraoral Scans. Ieee Transactions On Medical Imaging. PMID 35666796 DOI: 10.1109/TMI.2022.3180343 |
0.318 |
|
| 2022 |
Huang P, Li D, Jiao Z, Wei D, Cao B, Mo Z, Wang Q, Zhang H, Shen D. Common feature learning for brain tumor MRI synthesis by context-aware generative adversarial network. Medical Image Analysis. 79: 102472. PMID 35567847 DOI: 10.1016/j.media.2022.102472 |
0.346 |
|
| 2022 |
Lang Y, Lian C, Xiao D, Deng H, Thung KH, Yuan P, Gateno J, Alfi DM, Wang L, Shen D, Xia JJ, Yap PT. Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning. Ieee Transactions On Medical Imaging. PMID 35544487 DOI: 10.1109/TMI.2022.3174513 |
0.361 |
|
| 2022 |
Cao Z, Xu J, Song B, Chen L, Sun T, He Y, Wei Y, Niu G, Zhang Y, Feng Q, Ding Z, Shi F, Shen D. Deep learning derived automated ASPECTS on non-contrast CT scans of acute ischemic stroke patients. Human Brain Mapping. PMID 35357053 DOI: 10.1002/hbm.25845 |
0.363 |
|
| 2022 |
Li C, Liu M, Xia J, Mei L, Yang Q, Shi F, Zhang H, Shen D. Predicting Brain Amyloid-β PET Grades with Graph Convolutional Networks Based on Functional MRI and Multi-Level Functional Connectivity. Journal of Alzheimer's Disease : Jad. PMID 35213377 DOI: 10.3233/JAD-215497 |
0.374 |
|
| 2022 |
Liu M, Wang Y, Zhang H, Yang Q, Shi F, Zhou Y, Shen D. Multiscale Functional Connectome Abnormality Predicts Cognitive Outcomes in Subcortical Ischemic Vascular Disease. Cerebral Cortex (New York, N.Y. : 1991). PMID 35136966 DOI: 10.1093/cercor/bhab507 |
0.419 |
|
| 2021 |
Wei J, Wu Z, Wang L, Bui TD, Qu L, Yap PT, Xia Y, Li G, Shen D. A cascaded nested network for 3T brain MR image segmentation guided by 7T labeling. Pattern Recognition. 124. PMID 38469076 DOI: 10.1016/j.patcog.2021.108420 |
0.381 |
|
| 2021 |
Wang S, Cao G, Wang Y, Liao S, Wang Q, Shi J, Li C, Shen D. Review and Prospect: Artificial Intelligence in Advanced Medical Imaging. Frontiers in Radiology. 1: 781868. PMID 37492170 DOI: 10.3389/fradi.2021.781868 |
0.304 |
|
| 2021 |
Luo Y, Zhou L, Zhan B, Fei Y, Zhou J, Wang Y, Shen D. Adaptive rectification based adversarial network with spectrum constraint for high-quality PET image synthesis. Medical Image Analysis. 77: 102335. PMID 34979432 DOI: 10.1016/j.media.2021.102335 |
0.302 |
|
| 2021 |
Wei D, Ahmad S, Guo Y, Chen L, Huang Y, Ma L, Wu Z, Li G, Wang L, Lin W, Yap PT, Shen D, Wang Q. Recurrent Tissue-Aware Network for Deformable Registration of Infant Brain MR Images. Ieee Transactions On Medical Imaging. PMID 34932474 DOI: 10.1109/TMI.2021.3137280 |
0.411 |
|
| 2021 |
Xiao B, He N, Wang Q, Shi F, Cheng Z, Haacke EM, Yan F, Shen D. Stability of AI-Enabled Diagnosis of Parkinson's Disease: A Study Targeting Substantia Nigra in Quantitative Susceptibility Mapping Imaging. Frontiers in Neuroscience. 15: 760975. PMID 34887722 DOI: 10.3389/fnins.2021.760975 |
0.413 |
|
| 2021 |
Shi F, Chen B, Cao Q, Wei Y, Zhou Q, Zhang R, Zhou Y, Yang W, Wang X, Fan R, Yang F, Chen Y, Li W, Gao Y, Shen D. Semi-Supervised Deep Transfer Learning for Benign-Malignant Diagnosis of Pulmonary Nodules in Chest CT Images. Ieee Transactions On Medical Imaging. PMID 34705640 DOI: 10.1109/TMI.2021.3123572 |
0.391 |
|
| 2021 |
Zhu Q, Ye H, Sun L, Li Z, Wang R, Shi F, Shen D, Zhang D. GACDN: generative adversarial feature completion and diagnosis network for COVID-19. Bmc Medical Imaging. 21: 154. PMID 34674660 DOI: 10.1186/s12880-021-00681-6 |
0.435 |
|
| 2021 |
Liu Y, Xiao B, Zhang C, Li J, Lai Y, Shi F, Shen D, Wang L, Sun B, Li Y, Jin Z, Wei H, Haacke EM, Zhou H, Wang Q, et al. Predicting Motor Outcome of Subthalamic Nucleus Deep Brain Stimulation for Parkinson's Disease Using Quantitative Susceptibility Mapping and Radiomics: A Pilot Study. Frontiers in Neuroscience. 15: 731109. PMID 34557069 DOI: 10.3389/fnins.2021.731109 |
0.303 |
|
| 2021 |
Xu GX, Liu C, Liu J, Ding Z, Shi F, Guo M, Zhao W, Li X, Wei Y, Gao Y, Ren CX, Shen D. Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation. Ieee Transactions On Medical Imaging. PMID 34383647 DOI: 10.1109/TMI.2021.3104474 |
0.418 |
|
| 2021 |
Gao X, Shi F, Shen D, Liu M. Task-induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimers disease. Ieee Journal of Biomedical and Health Informatics. PMID 34280112 DOI: 10.1109/JBHI.2021.3097721 |
0.517 |
|
| 2021 |
Chen L, Wu Z, Hu D, Wang F, Smith JK, Lin W, Wang L, Shen D, Li G, Consortium FUBCP. ABCnet: Adversarial bias correction network for infant brain MR images. Medical Image Analysis. 72: 102133. PMID 34225011 DOI: 10.1016/j.media.2021.102133 |
0.418 |
|
| 2021 |
Pan Y, Liu M, Xia Y, Shen D. Disease-image-specific Learning for Diagnosis-oriented Neuroimage Synthesis with Incomplete Multi-Modality Data. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34156939 DOI: 10.1109/TPAMI.2021.3091214 |
0.348 |
|
| 2021 |
Gu D, Liu G, Cao X, Xue Z, Shen D. A consistent deep registration network with group data modeling. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 90: 101904. PMID 33964791 DOI: 10.1016/j.compmedimag.2021.101904 |
0.362 |
|
| 2021 |
Chen X, Lian C, Wang L, Deng H, Kuang T, Fung SH, Gateno J, Shen D, Xia JJ, Yap PT. Diverse data augmentation for learning image segmentation with cross-modality annotations. Medical Image Analysis. 71: 102060. PMID 33957558 DOI: 10.1016/j.media.2021.102060 |
0.319 |
|
| 2021 |
Guan H, Liu Y, Yang E, Yap PT, Shen D, Liu M. Multi-site MRI harmonization via attention-guided deep domain adaptation for brain disorder identification. Medical Image Analysis. 71: 102076. PMID 33930828 DOI: 10.1016/j.media.2021.102076 |
0.326 |
|
| 2021 |
Zhao F, Wu Z, Wang F, Lin W, Xia S, Shen D, Wang L, Li G. S3Reg: Superfast Spherical Surface Registration Based on Deep Learning. Ieee Transactions On Medical Imaging. PMID 33784617 DOI: 10.1109/TMI.2021.3069645 |
0.338 |
|
| 2021 |
Gu D, Chen L, Shan F, Xia L, Liu J, Mo Z, Yan F, Song B, Gao Y, Cao X, Chen Y, Shao Y, Han M, Wang B, Liu G, ... ... Shen D, et al. Computing infection distributions and longitudinal evolution patterns in lung CT images. Bmc Medical Imaging. 21: 57. PMID 33757431 DOI: 10.1186/s12880-021-00588-2 |
0.348 |
|
| 2021 |
Shi F, Xia L, Shan F, Song B, Wu D, Wei Y, Yuan H, Jiang H, He Y, Gao Y, Sui H, Shen D. Large-scale screening to distinguish between COVID-19 and community-acquired pneumonia using infection size-aware classification. Physics in Medicine and Biology. 66: 065031. PMID 33729998 DOI: 10.1088/1361-6560/abe838 |
0.423 |
|
| 2021 |
Wang X, Pastewait M, Wu TH, Lian C, Tejera B, Lee YT, Lin FC, Wang L, Shen D, Li S, Ko CC. 3D morphometric quantification of maxillae and defects for patients with unilateral cleft palate via deep learning-based CBCT image auto-segmentation. Orthodontics & Craniofacial Research. PMID 33711187 DOI: 10.1111/ocr.12482 |
0.304 |
|
| 2021 |
Lian C, Liu M, Wang L, Shen D. Multi-Task Weakly-Supervised Attention Network for Dementia Status Estimation With Structural MRI. Ieee Transactions On Neural Networks and Learning Systems. PMID 33656999 DOI: 10.1109/TNNLS.2021.3055772 |
0.37 |
|
| 2021 |
Shi F, Xia L, Shan F, Song B, Wu D, Wei Y, Yuan H, Jiang H, He Y, Gao Y, Sui H, Shen D. Large-scale screening of COVID-19 from community acquired pneumonia using infection size-aware classification. Physics in Medicine and Biology. PMID 33607630 DOI: 10.1088/1361-6560/abe838 |
0.423 |
|
| 2021 |
Li Z, Zhao W, Shi F, Qi L, Xie X, Wei Y, Ding Z, Gao Y, Wu S, Shi Y, Shen D, Liu J. A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning. Medical Image Analysis. 69: 101978. PMID 33588121 DOI: 10.1016/j.media.2021.101978 |
0.415 |
|
| 2021 |
Sun Y, Gao K, Wu Z, Li G, Zong X, Lei Z, Wei Y, Ma J, Yang X, Feng X, Zhao L, Le Phan T, Shin J, Zhong T, Zhang Y, ... ... Shen D, et al. Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge. Ieee Transactions On Medical Imaging. PMID 33507867 DOI: 10.1109/TMI.2021.3055428 |
0.334 |
|
| 2021 |
He K, Zhao W, Xie X, Ji W, Liu M, Tang Z, Shi Y, Shi F, Gao Y, Liu J, Zhang J, Shen D. Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images. Pattern Recognition. 113: 107828. PMID 33495661 DOI: 10.1016/j.patcog.2021.107828 |
0.475 |
|
| 2021 |
Ying S, Wu G, Liao S, Shen D. INTER-GROUP IMAGE REGISTRATION BY HIERARCHICAL GRAPH SHRINKAGE. Proceedings. Ieee International Symposium On Biomedical Imaging. 2013: 1030-1033. PMID 24443692 DOI: 10.1109/ISBI.2013.6556653 |
0.303 |
|
| 2021 |
Wu G, Yap PT, Wang Q, Shen D. GROUPWISE REGISTRATION FROM EXEMPLAR TO GROUP MEAN: EXTENDING HAMMER TO GROUPWISE REGISTRATION. Proceedings. Ieee International Symposium On Biomedical Imaging. 2010: 396-399. PMID 21278924 DOI: 10.1109/ISBI.2010.5490327 |
0.318 |
|
| 2020 |
Bui TD, Wang L, Lin W, Li G, Shen D. 6-MONTH INFANT BRAIN MRI SEGMENTATION GUIDED BY 24-MONTH DATA USING CYCLE-CONSISTENT ADVERSARIAL NETWORKS. Proceedings. Ieee International Symposium On Biomedical Imaging. 2020. PMID 34422223 DOI: 10.1109/isbi45749.2020.9098515 |
0.408 |
|
| 2020 |
Soussia M, Wen X, Zhou Z, Jin B, Kam TE, Hsu LM, Wu Z, Li G, Wang L, Rekik I, Lin W, Shen D, Zhang H. A Computational Framework for Dissociating Development-Related from Individually Variable Flexibility in Regional Modularity Assignment in Early Infancy. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12267: 13-21. PMID 34337613 DOI: 10.1007/978-3-030-59728-3_2 |
0.326 |
|
| 2020 |
Zhang X, Cheng J, Ni H, Li C, Xu X, Wu Z, Wang L, Lin W, Shen D, Li G. Infant Cognitive Scores Prediction with Multi-stream Attention-Based Temporal Path Signature Features. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12267: 134-144. PMID 33594350 DOI: 10.1007/978-3-030-59728-3_14 |
0.318 |
|
| 2020 |
Chen L, Wu Z, Hu D, Wang Y, Mo Z, Wang L, Lin W, Shen D, Li G. A Deep Spatial Context Guided Framework for Infant Brain Subcortical Segmentation. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12267: 646-656. PMID 33564753 DOI: 10.1007/978-3-030-59728-3_63 |
0.431 |
|
| 2020 |
Zhong T, Zhao F, Pei Y, Ning Z, Liao L, Wu Z, Niu Y, Wang L, Shen D, Zhang Y, Li G. DIKA-Nets: Domain-Invariant Knowledge-guided Attention Networks for Brain Skull Stripping of Early Developing Macaques. Neuroimage. 117649. PMID 33338616 DOI: 10.1016/j.neuroimage.2020.117649 |
0.393 |
|
| 2020 |
Zhang Y, Zhang H, Adeli E, Chen X, Liu M, Shen D. Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis. Ieee Transactions On Cybernetics. PMID 33306476 DOI: 10.1109/TCYB.2020.3016953 |
0.35 |
|
| 2020 |
Di D, Shi F, Yan F, Xia L, Mo Z, Ding Z, Shan F, Song B, Li S, Wei Y, Shao Y, Han M, Gao Y, Sui H, Gao Y, ... Shen D, et al. Hypergraph learning for identification of COVID-19 with CT imaging. Medical Image Analysis. 68: 101910. PMID 33285483 DOI: 10.1016/j.media.2020.101910 |
0.441 |
|
| 2020 |
Shi F, Wei Y, Xia L, Shan F, Mo Z, Yan F, Shen D. Lung volume reduction and infection localization revealed in big data CT imaging of COVID-19. International Journal of Infectious Diseases : Ijid : Official Publication of the International Society For Infectious Diseases. PMID 33157298 DOI: 10.1016/j.ijid.2020.10.095 |
0.369 |
|
| 2020 |
Hsu LM, Wang S, Ranadive P, Ban W, Chao TH, Song S, Cerri DH, Walton LR, Broadwater MA, Lee SH, Shen D, Shih YI. Automatic Skull Stripping of Rat and Mouse Brain MRI Data Using U-Net. Frontiers in Neuroscience. 14: 568614. PMID 33117118 DOI: 10.3389/fnins.2020.568614 |
0.349 |
|
| 2020 |
Zhu X, Song B, Shi F, Chen Y, Hu R, Gan J, Zhang W, Li M, Wang L, Gao Y, Shan F, Shen D. Joint prediction and time estimation of COVID-19 developing severe symptoms using chest CT scan. Medical Image Analysis. 67: 101824. PMID 33091741 DOI: 10.1016/j.media.2020.101824 |
0.372 |
|
| 2020 |
Xing X, Li Q, Yuan M, Wei H, Xue Z, Wang T, Shi F, Shen D. DS-GCNs: Connectome Classification using Dynamic Spectral Graph Convolution Networks with Assistant Task Training. Cerebral Cortex (New York, N.Y. : 1991). PMID 33078190 DOI: 10.1093/cercor/bhaa292 |
0.411 |
|
| 2020 |
Tang Z, Zhao W, Xie X, Zhong Z, Shi F, Liu J, Shen D. Severity assessment of COVID-19 using CT image features and laboratory indices. Physics in Medicine and Biology. PMID 33032267 DOI: 10.1088/1361-6560/abbf9e |
0.42 |
|
| 2020 |
Wang S, Liu M, Lian J, Shen D. Boundary Coding Representation for Organ Segmentation in Prostate Cancer Radiotherapy. Ieee Transactions On Medical Imaging. PMID 32956051 DOI: 10.1109/Tmi.2020.3025517 |
0.36 |
|
| 2020 |
Chen X, Lian C, Wang L, Deng H, Kuang T, Fung S, Yap PT, Xia JJ, Shen D. Anatomy-Regularized Representation Learning for Cross-Modality Medical Image Segmentation. Ieee Transactions On Medical Imaging. PMID 32956048 DOI: 10.1109/Tmi.2020.3025133 |
0.475 |
|
| 2020 |
Yin W, Li T, Hung SC, Zhang H, Wang L, Shen D, Zhu H, Mucha PJ, Cohen JR, Lin W. The emergence of a functionally flexible brain during early infancy. Proceedings of the National Academy of Sciences of the United States of America. PMID 32868436 DOI: 10.1073/Pnas.2002645117 |
0.409 |
|
| 2020 |
Sun L, Mo Z, Yan F, Xia L, Shan F, Ding Z, Song B, Gao W, Shao W, Shi F, Yuan H, Jiang H, Wu D, Wei Y, Gao Y, ... ... Shen D, et al. Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification with Chest CT. Ieee Journal of Biomedical and Health Informatics. PMID 32845849 DOI: 10.1109/Jbhi.2020.3019505 |
0.492 |
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| 2020 |
Nie D, Trullo R, Lian J, Wang L, Petitjean C, Ruan S, Wang Q, Shen D. Corrections to "Medical Image Synthesis With Deep Convolutional Adversarial Networks". Ieee Transactions On Bio-Medical Engineering. 67: 2706. PMID 32813646 DOI: 10.1109/Tbme.2020.3006296 |
0.381 |
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| 2020 |
Xiang L, Chen Y, Chang WT, Zhan Y, Lin W, Wang Q, Shen D. Corrections to "Deep Learning Based Multi-Modal Fusion for Fast MR Reconstruction". Ieee Transactions On Bio-Medical Engineering. 67: 2705. PMID 32813645 DOI: 10.1109/Tbme.2020.3005864 |
0.321 |
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| 2020 |
Hu D, Zhang H, Wu Z, Wang F, Wang L, Smith JK, Lin W, Li G, Shen D. Disentangled-Multimodal Adversarial Autoencoder: Application to Infant Age Prediction with Incomplete Multimodal Neuroimages. Ieee Transactions On Medical Imaging. PMID 32746154 DOI: 10.1109/Tmi.2020.3013825 |
0.461 |
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| 2020 |
Liu S, Thung KH, Lin W, Shen D, Yap PT. Hierarchical Nonlocal Residual Networks for Image Quality Assessment of Pediatric Diffusion MRI with Limited and Noisy Annotations. Ieee Transactions On Medical Imaging. PMID 32746115 DOI: 10.1109/Tmi.2020.3002708 |
0.42 |
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| 2020 |
Huynh KM, Xu T, Wu Y, Wang X, Chen G, Wu H, Thung KH, Lin W, Shen D, Yap PT. Probing Tissue Microarchitecture of the Baby Brain via Spherical Mean Spectrum Imaging. Ieee Transactions On Medical Imaging. PMID 32746109 DOI: 10.1109/Tmi.2020.3001175 |
0.34 |
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| 2020 |
Ouyang X, Huo J, Xia L, Shan F, Liu J, Mo Z, Yan F, Ding Z, Yang Q, Song B, Shi F, Yuan H, Wei Y, Cao X, Gao Y, ... ... Shen D, et al. Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia. Ieee Transactions On Medical Imaging. 39: 2595-2605. PMID 32730212 DOI: 10.1109/Tmi.2020.2995508 |
0.464 |
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| 2020 |
Lian C, Liu M, Pan Y, Shen D. Attention-Guided Hybrid Network for Dementia Diagnosis With Structural MR Images. Ieee Transactions On Cybernetics. PMID 32721906 DOI: 10.1109/Tcyb.2020.3005859 |
0.448 |
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| 2020 |
Xue Y, Zhang L, Qiao L, Shen D. Estimating sparse functional brain networks with spatial constraints for MCI identification. Plos One. 15: e0235039. PMID 32707574 DOI: 10.1371/Journal.Pone.0235039 |
0.399 |
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| 2020 |
Jin L, Shi F, Chun Q, Chen H, Ma Y, Hameed NUF, Wu S, Mei C, Lu J, Zhang J, Aibaidula A, Shen D, Wu J. Artificial Intelligence Neuropathologist for Glioma Classification using Deep Learning on Hematoxylin and Eosin Stained Slide images and Molecular Markers. Neuro-Oncology. PMID 32663285 DOI: 10.1093/Neuonc/Noaa163 |
0.453 |
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| 2020 |
Sun K, Qu L, Lian C, Pan Y, Hu D, Xia B, Li X, Chai W, Yan F, Shen D. High-Resolution Breast MRI Reconstruction Using a Deep Convolutional Generative Adversarial Network. Journal of Magnetic Resonance Imaging : Jmri. PMID 32656955 DOI: 10.1002/Jmri.27256 |
0.331 |
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| 2020 |
Wei D, Ahmad S, Huo J, Huang P, Yap PT, Xue Z, Sun J, Li W, Shen D, Wang Q. SLIR: Synthesis, localization, inpainting, and registration for image-guided thermal ablation of liver tumors. Medical Image Analysis. 65: 101763. PMID 32623279 DOI: 10.1016/J.Media.2020.101763 |
0.409 |
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| 2020 |
Huo J, Qi Z, Chen S, Wang Q, Wu X, Zang D, Hiromi T, Tan J, Zhang L, Tang W, Shen D. Neuroimage-Based Consciousness Evaluation of Patients with Secondary Doubtful Hydrocephalus Before and After Lumbar Drainage. Neuroscience Bulletin. PMID 32607740 DOI: 10.1007/S12264-020-00542-2 |
0.374 |
|
| 2020 |
Benkarim O, Piella G, Rekik I, Hahner N, Eixarch E, Shen D, Li G, González Ballester MA, Sanroma G. A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly. Medical Image Analysis. 64: 101750. PMID 32559594 DOI: 10.1016/J.Media.2020.101750 |
0.315 |
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| 2020 |
Wen X, Wang R, Yin W, Lin W, Zhang H, Shen D. Development of Dynamic Functional Architecture during Early Infancy. Cerebral Cortex (New York, N.Y. : 1991). PMID 32537641 DOI: 10.1093/Cercor/Bhaa128 |
0.358 |
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| 2020 |
Zong X, Lian C, Jimenez J, Yamashita K, Shen D, Lin W. Morphology of Perivascular Spaces and Enclosed Blood Vessels in Young to Middle-Aged Healthy Adults at 7T: Dependences on Age, Brain Region, and Breathing Gas. Neuroimage. 116978. PMID 32447015 DOI: 10.1016/J.Neuroimage.2020.116978 |
0.374 |
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| 2020 |
Jie B, Liu M, Lian C, Shi F, Shen D. Designing weighted correlation kernels in convolutional neural networks for functional connectivity based brain disease diagnosis. Medical Image Analysis. 63: 101709. PMID 32417715 DOI: 10.1016/J.Media.2020.101709 |
0.526 |
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| 2020 |
Zhao F, Chen Z, Rekik I, Lee SW, Shen D. Diagnosis of Autism Spectrum Disorder Using Central-Moment Features From Low- and High-Order Dynamic Resting-State Functional Connectivity Networks. Frontiers in Neuroscience. 14: 258. PMID 32410930 DOI: 10.3389/Fnins.2020.00258 |
0.377 |
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| 2020 |
Liu S, Thung KH, Lin W, Yap PT, Shen D. Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32396089 DOI: 10.1109/Tip.2020.2992079 |
0.398 |
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| 2020 |
Kang H, Xia L, Yan F, Wan Z, Shi F, Yuan H, Jiang H, Wu D, Sui H, Zhang C, Shen D. Diagnosis of Coronavirus Disease 2019 (COVID-19) with Structured Latent Multi-View Representation Learning. Ieee Transactions On Medical Imaging. PMID 32386147 DOI: 10.1109/Tmi.2020.2992546 |
0.497 |
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| 2020 |
Shi F, Wang J, Shi J, Wu Z, Wang Q, Tang Z, He K, Shi Y, Shen D. Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19. Ieee Reviews in Biomedical Engineering. PMID 32305937 DOI: 10.1109/Rbme.2020.2987975 |
0.52 |
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| 2020 |
Wang J, Zhang L, Wang Q, Chen L, Shi J, Chen X, Li Z, Shen D. Multi-Class ASD Classification Based on Functional Connectivity and Functional Correlation Tensor via Multi-Source Domain Adaptation and Multi-View Sparse Representation. Ieee Transactions On Medical Imaging. PMID 32305905 DOI: 10.1109/Tmi.2020.2987817 |
0.385 |
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| 2020 |
Pan Y, Liu M, Lian C, Xia Y, Shen D. Spatially-Constrained Fisher Representation for Brain Disease Identification with Incomplete Multi-Modal Neuroimages. Ieee Transactions On Medical Imaging. PMID 32217472 DOI: 10.1109/Tmi.2020.2983085 |
0.467 |
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| 2020 |
Zhou Z, Chen X, Zhang Y, Hu D, Qiao L, Yu R, Yap PT, Pan G, Zhang H, Shen D. A toolbox for brain network construction and classification (BrainNetClass). Human Brain Mapping. PMID 32163221 DOI: 10.1002/Hbm.24979 |
0.394 |
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| 2020 |
Kurc T, Bakas S, Ren X, Bagari A, Momeni A, Huang Y, Zhang L, Kumar A, Thibault M, Qi Q, Wang Q, Kori A, Gevaert O, Zhang Y, Shen D, et al. Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches. Frontiers in Neuroscience. 14: 27. PMID 32153349 DOI: 10.3389/Fnins.2020.00027 |
0.459 |
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| 2020 |
Qu L, Zhang Y, Wang S, Yap PT, Shen D. Synthesized 7T MRI from 3T MRI via deep learning in spatial and wavelet domains. Medical Image Analysis. 62: 101663. PMID 32120269 DOI: 10.1016/J.Media.2020.101663 |
0.371 |
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| 2020 |
Liang S, Thung KH, Nie D, Zhang Y, Shen D. Multi-view Spatial Aggregation Framework for Joint Localization and Segmentation of Organs at risk in Head and Neck CT Images. Ieee Transactions On Medical Imaging. PMID 32091997 DOI: 10.1109/Tmi.2020.2975853 |
0.403 |
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| 2020 |
Shen Y, Sheng B, Fang R, Li H, Dai L, Stolte S, Qin J, Jia W, Shen D. Domain-invariant interpretable fundus image quality assessment. Medical Image Analysis. 61: 101654. PMID 32066065 DOI: 10.1016/J.Media.2020.101654 |
0.374 |
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| 2020 |
Lian C, Wang L, Wu TH, Wang F, Yap PT, Ko CC, Shen D. Deep Multi-Scale Mesh Feature Learning for Automated Labeling of Raw Dental Surfaces from 3D Intraoral Scanners. Ieee Transactions On Medical Imaging. PMID 32031933 DOI: 10.1109/Tmi.2020.2971730 |
0.403 |
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| 2020 |
Yu B, Wang Y, Wang L, Shen D, Zhou L. Medical Image Synthesis via Deep Learning. Advances in Experimental Medicine and Biology. 1213: 23-44. PMID 32030661 DOI: 10.1007/978-3-030-33128-3_2 |
0.399 |
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| 2020 |
Li G, Liu Y, Zheng Y, Li D, Liang X, Chen Y, Cui Y, Yap PT, Qiu S, Zhang H, Shen D. Large-scale dynamic causal modeling of major depressive disorder based on resting-state functional magnetic resonance imaging. Human Brain Mapping. 41: 865-881. PMID 32026598 DOI: 10.1002/Hbm.24845 |
0.363 |
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| 2020 |
Wang S, Wang Q, Shao Y, Qu L, Lian C, Lian J, Shen D. Iterative Label Denoising Network: Segmenting Male Pelvic Organs in CT from 3D Bounding Box Annotations. Ieee Transactions On Bio-Medical Engineering. PMID 31995472 DOI: 10.1109/Tbme.2020.2969608 |
0.373 |
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| 2020 |
Wang S, Nie D, Qu L, Shao Y, Lian J, Wang Q, Shen D. CT Male Pelvic Organ Segmentation via Hybrid Loss Network with Incomplete Annotation. Ieee Transactions On Medical Imaging. PMID 31940526 DOI: 10.1109/Tmi.2020.2966389 |
0.378 |
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| 2020 |
Duan D, Xia S, Rekik I, Wu Z, Wang L, Lin W, Gilmore JH, Shen D, Li G. Individual identification and individual variability analysis based on cortical folding features in developing infant singletons and twins. Human Brain Mapping. PMID 31930620 DOI: 10.1002/Hbm.24924 |
0.372 |
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| 2020 |
Tang Z, Xu Y, Jin L, Aibaidula A, Lu J, Jiao Z, Wu J, Zhang H, Shen D. Deep Learning of Imaging Phenotype and Genotype for Predicting Overall Survival Time of Glioblastoma Patients. Ieee Transactions On Medical Imaging. PMID 31905135 DOI: 10.1109/Tmi.2020.2964310 |
0.39 |
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| 2020 |
Zhu H, Adeli E, Shi F, Shen D. FCN Based Label Correction for Multi-Atlas Guided Organ Segmentation. Neuroinformatics. PMID 31898145 DOI: 10.1007/S12021-019-09448-5 |
0.531 |
|
| 2020 |
Fang Z, Chen Y, Liu M, Xiang L, Zhang Q, Wang Q, Lin W, Shen D. Erratum: Deep Learning for Fast and Spatially Constrained Tissue Quantification from Highly Accelerated Data in Magnetic Resonance Fingerprinting (IEEE Transactions on Medical Imaging (2019) 38:10 (2364-2374) DOI: 10.1109/tmi.2019.2899328) Ieee Transactions On Medical Imaging. 39: 8979462. DOI: 10.1109/Tmi.2019.2962345 |
0.348 |
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| 2020 |
Ren X, Ahmad S, Zhang L, Xiang L, Nie D, Yang F, Wang Q, Shen D. Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation Ieee Transactions On Image Processing. 29: 7497-7510. DOI: 10.1109/Tip.2020.3003735 |
0.411 |
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| 2020 |
Tang Z, Liu X, Li Y, Yap P, Shen D. Multi-Atlas Brain Parcellation Using Squeeze-and-Excitation Fully Convolutional Networks Ieee Transactions On Image Processing. 29: 6864-6872. DOI: 10.1109/Tip.2020.2994445 |
0.44 |
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| 2020 |
Adeli E, Rekik SH, Park SH, Shen D. Editorial: Predictive Intelligence in Biomedical and Health Informatics Ieee Journal of Biomedical and Health Informatics. 24: 333-335. DOI: 10.1109/Jbhi.2019.2962852 |
0.32 |
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| 2020 |
Wei D, Zhang L, Wu Z, Cao X, Li G, Shen D, Wang Q. Deep morphological simplification network (MS-Net) for guided registration of brain magnetic resonance images Pattern Recognition. 100: 107171. DOI: 10.1016/J.Patcog.2019.107171 |
0.47 |
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| 2020 |
Yin Q, Adeli E, Shen L, Shen D. Population-guided large margin classifier for high-dimension low-sample-size problems Pattern Recognition. 97: 107030. DOI: 10.1016/J.Patcog.2019.107030 |
0.355 |
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| 2020 |
Guo Y, Wu Z, Shen D. Learning longitudinal classification-regression model for infant hippocampus segmentation Neurocomputing. 391: 191-198. DOI: 10.1016/J.Neucom.2019.01.108 |
0.455 |
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| 2020 |
Nie D, Shen D. Adversarial Confidence Learning for Medical Image Segmentation and Synthesis International Journal of Computer Vision. 1-20. DOI: 10.1007/S11263-020-01321-2 |
0.384 |
|
| 2019 |
Lian C, Liu M, Wang L, Shen D. End-to-End Dementia Status Prediction from Brain MRI Using Multi-task Weakly-Supervised Attention Network. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11767: 158-167. PMID 34355224 |
0.364 |
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| 2019 |
Ahmad S, Fan J, Dong P, Cao X, Yap PT, Shen D. Deep Learning Deformation Initialization for Rapid Groupwise Registration of Inhomogeneous Image Populations. Frontiers in Neuroinformatics. 13: 34. PMID 32760265 DOI: 10.3389/Fninf.2019.00034 |
0.453 |
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| 2019 |
Zhang X, Li L, Zhou H, Zhou Y, Shen D. TENSOR GENERALIZED ESTIMATING EQUATIONS FOR LONGITUDINAL IMAGING ANALYSIS. Statistica Sinica. 29: 1977-2005. PMID 32523321 DOI: 10.5705/Ss.202017.0153 |
0.445 |
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| 2019 |
Wang F, Lian C, Wu Z, Wang L, Lin W, Gilmore JH, Shen D, Li G. Revealing Developmental Regionalization of Infant Cerebral Cortex Based on Multiple Cortical Properties. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11765: 841-849. PMID 32190846 DOI: 10.1007/978-3-030-32245-8_93 |
0.311 |
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| 2019 |
Zhao F, Xia S, Wu Z, Duan D, Wang L, Lin W, Gilmore JH, Shen D, Li G. Spherical U-Net on Cortical Surfaces: Methods and Applications. Information Processing in Medical Imaging : Proceedings of the ... Conference. 11492: 855-866. PMID 32180666 DOI: 10.1007/978-3-030-20351-1_67 |
0.336 |
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| 2019 |
Bui TD, Wang L, Chen J, Lin W, Li G, Shen D. Multi-task Learning for Neonatal Brain Segmentation Using 3D Dense-Unet with Dense Attention Guided by Geodesic Distance. Domain Adaptation and Representation Transfer and Medical Image Learning With Less Labels and Imperfect Data : First Miccai Workshop, Dart 2019, and First International Workshop, Mil3id 2019, Shenzhen, Held in Conjunction With Miccai 20.... 11795: 243-251. PMID 32090208 DOI: 10.1007/978-3-030-33391-1_28 |
0.371 |
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| 2019 |
Zhou T, Thung KH, Liu M, Shi F, Zhang C, Shen D. Multi-modal latent space inducing ensemble SVM classifier for early dementia diagnosis with neuroimaging data. Medical Image Analysis. 60: 101630. PMID 31927474 DOI: 10.1016/J.Media.2019.101630 |
0.477 |
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| 2019 |
Xue J, Shen D, He K, Nie D, Adeli E, Shi Z, Lee SW, Zheng Y, Liu X, Li D. Cascaded MultiTask 3-D Fully Convolutional Networks for Pancreas Segmentation. Ieee Transactions On Cybernetics. PMID 31869812 DOI: 10.1109/Tcyb.2019.2955178 |
0.369 |
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| 2019 |
Fang Z, Chen Y, Hung SC, Zhang X, Lin W, Shen D. Submillimeter MR fingerprinting using deep learning-based tissue quantification. Magnetic Resonance in Medicine. PMID 31854461 DOI: 10.1002/Mrm.28136 |
0.309 |
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| 2019 |
Yang W, Shi Y, Park SH, Yang M, Gao Y, Shen D. An Effective MR-Guided CT Network Training for Segmenting Prostate in CT Images. Ieee Journal of Biomedical and Health Informatics. PMID 31841426 DOI: 10.1109/Jbhi.2019.2960153 |
0.406 |
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| 2019 |
Wang M, Lian C, Yao D, Zhang D, Liu M, Shen D. Spatial-Temporal Dependency Modeling and Network Hub Detection for Functional MRI Analysis via Convolutional-Recurrent Network. Ieee Transactions On Bio-Medical Engineering. PMID 31825859 DOI: 10.1109/Tbme.2019.2957921 |
0.374 |
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| 2019 |
Feng Q, Song Q, Wang M, Pang P, Liao Z, Jiang H, Shen D, Ding Z. Hippocampus Radiomic Biomarkers for the Diagnosis of Amnestic Mild Cognitive Impairment: A Machine Learning Method. Frontiers in Aging Neuroscience. 11: 323. PMID 31824302 DOI: 10.3389/Fnagi.2019.00323 |
0.352 |
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| 2019 |
Zhang J, Liu M, Wang L, Chen S, Yuan P, Li J, Shen SG, Tang Z, Chen KC, Xia JJ, Shen D. Context-guided fully convolutional networks for joint craniomaxillofacial bone segmentation and landmark digitization. Medical Image Analysis. 60: 101621. PMID 31816592 DOI: 10.1016/J.Media.2019.101621 |
0.415 |
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| 2019 |
Dolz J, Desrosiers C, Wang L, Yuan J, Shen D, Ben Ayed I. Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 79: 101660. PMID 31785402 DOI: 10.1016/J.Compmedimag.2019.101660 |
0.492 |
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| 2019 |
Chen Y, Fang Z, Hung SC, Chang WT, Shen D, Lin W. High-resolution 3D MR Fingerprinting using parallel imaging and deep learning. Neuroimage. 116329. PMID 31689536 DOI: 10.1016/J.Neuroimage.2019.116329 |
0.417 |
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| 2019 |
Zhang Q, Wang L, Zong X, Lin W, Li G, Shen D. FRNET: FLATTENED RESIDUAL NETWORK FOR INFANT MRI SKULL STRIPPING. Proceedings. Ieee International Symposium On Biomedical Imaging. 2019: 999-1002. PMID 31681456 DOI: 10.1109/ISBI.2019.8759167 |
0.432 |
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| 2019 |
Jiang X, Zhang L, Qiao L, Shen D. Estimating Functional Connectivity Networks via Low-rank Tensor Approximation with Applications to MCI Identification. Ieee Transactions On Bio-Medical Engineering. PMID 31675312 DOI: 10.1109/Tbme.2019.2950712 |
0.361 |
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| 2019 |
Porwal P, Pachade S, Kokare M, Deshmukh G, Son J, Bae W, Liu L, Wang J, Liu X, Gao L, Wu T, Xiao J, Wang F, Yin B, Wang Y, ... ... Shen D, et al. IDRiD: Diabetic Retinopathy - Segmentation and Grading Challenge. Medical Image Analysis. 59: 101561. PMID 31671320 DOI: 10.1016/J.Media.2019.101561 |
0.358 |
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| 2019 |
Kumar N, Verma R, Anand D, Zhou Y, Onder OF, Tsougenis E, Chen H, Heng PA, Li J, Hu Z, Wang Y, Koohbanani NA, Jahanifar M, Tajeddin NZ, Gooya A, ... ... Shen D, et al. A Multi-organ Nucleus Segmentation Challenge. Ieee Transactions On Medical Imaging. PMID 31647422 DOI: 10.1109/Tmi.2019.2947628 |
0.37 |
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| 2019 |
Dong Q, Ge F, Qiang N, Zhao Y, Lv J, Huang H, Yuan J, Jiang X, Shen D, Liu T. Modeling Hierarchical Brain Networks via Volumetric Sparse Deep Belief Network (VS-DBN). Ieee Transactions On Bio-Medical Engineering. PMID 31647417 DOI: 10.1109/Tbme.2019.2945231 |
0.369 |
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| 2019 |
Zhu X, Suk HI, Shen D. Group sparse reduced rank regression for neuroimaging genetic study. World Wide Web. 22: 673-688. PMID 31607788 DOI: 10.1007/S11280-018-0637-3 |
0.378 |
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| 2019 |
Yu R, Qiao L, Chen M, Lee SW, Fei X, Shen D. Weighted Graph Regularized Sparse Brain Network Construction for MCI Identification. Pattern Recognition. 90: 220-231. PMID 31579345 DOI: 10.1016/J.Patcog.2019.01.015 |
0.428 |
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| 2019 |
Zhang Y, Zhang H, Chen X, Liu M, Zhu X, Lee SW, Shen D. Strength and Similarity Guided Group-level Brain Functional Network Construction for MCI Diagnosis. Pattern Recognition. 88: 421-430. PMID 31579344 DOI: 10.1016/J.Patcog.2018.12.001 |
0.386 |
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| 2019 |
Fan J, Cao X, Wang Q, Yap PT, Shen D. Adversarial learning for mono- or multi-modal registration. Medical Image Analysis. 58: 101545. PMID 31557633 DOI: 10.1016/J.Media.2019.101545 |
0.417 |
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| 2019 |
Xia J, Wang F, Wu Z, Wang L, Zhang C, Shen D, Li G. Mapping hemispheric asymmetries of the macaque cerebral cortex during early brain development. Human Brain Mapping. PMID 31532054 DOI: 10.1002/Hbm.24789 |
0.355 |
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| 2019 |
Liu T, Guo Q, Lian C, Ren X, Liang S, Yu J, Niu L, Sun W, Shen D. Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks. Medical Image Analysis. 58: 101555. PMID 31520984 DOI: 10.1016/J.Media.2019.101555 |
0.399 |
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| 2019 |
Dong P, Cao X, Yap PT, Shen D. Fast Groupwise Registration Using Multi-Level and Multi-Resolution Graph Shrinkage. Scientific Reports. 9: 12703. PMID 31481695 DOI: 10.1038/S41598-019-48491-9 |
0.41 |
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| 2019 |
Chen X, Lian C, Wang L, Deng H, Fung SH, Nie D, Thung KH, Yap PT, Gateno J, Xia JJ, Shen D. One-Shot Generative Adversarial Learning for MRI Segmentation of Craniomaxillofacial Bony Structures. Ieee Transactions On Medical Imaging. PMID 31425025 DOI: 10.1109/Tmi.2019.2935409 |
0.446 |
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| 2019 |
Chen S, Wang L, Li G, Wu TH, Diachina S, Tejera B, Kwon JJ, Lin FC, Lee YT, Xu T, Shen D, Ko CC. Machine learning in orthodontics: . The Angle Orthodontist. PMID 31403836 DOI: 10.2319/012919-59.1 |
0.322 |
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| 2019 |
Li W, Zhang L, Qiao L, Shen D. Towards a Better Estimation of Functional Brain Network for Mild cognitive impairmen Identification: A Transfer Learning View. Ieee Journal of Biomedical and Health Informatics. PMID 31403449 DOI: 10.1109/Jbhi.2019.2934230 |
0.396 |
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| 2019 |
Ahmad S, Wu Z, Li G, Wang L, Lin W, Yap PT, Shen D. Surface-constrained volumetric registration for the early developing brain. Medical Image Analysis. 58: 101540. PMID 31398617 DOI: 10.1016/J.Media.2019.101540 |
0.471 |
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| 2019 |
Girault JB, Cornea E, Goldman BD, Jha SC, Murphy VA, Li G, Wang L, Shen D, Knickmeyer RC, Styner M, Gilmore JH. Cortical Structure and Cognition in Infants and Toddlers. Cerebral Cortex (New York, N.Y. : 1991). PMID 31365070 DOI: 10.1093/Cercor/Bhz126 |
0.329 |
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| 2019 |
Wang F, Lian C, Wu Z, Zhang H, Li T, Meng Y, Wang L, Lin W, Shen D, Li G. Developmental topography of cortical thickness during infancy. Proceedings of the National Academy of Sciences of the United States of America. PMID 31332010 DOI: 10.1073/Pnas.1821523116 |
0.403 |
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| 2019 |
Kam TE, Zhang H, Jiao Z, Shen D. Deep Learning of Static and Dynamic Brain Functional Networks for Early MCI Detection. Ieee Transactions On Medical Imaging. PMID 31329111 DOI: 10.1109/Tmi.2019.2928790 |
0.428 |
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| 2019 |
Chen G, Dong B, Zhang Y, Lin W, Shen D, Yap PT. XQ-SR: Joint x-q space super-resolution with application to infant diffusion MRI. Medical Image Analysis. 57: 44-55. PMID 31279215 DOI: 10.1016/J.Media.2019.06.010 |
0.328 |
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| 2019 |
Zhou S, Nie D, Adeli E, Yin J, Lian J, Shen D. High-Resolution Encoder-Decoder Networks for Low-Contrast Medical Image Segmentation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31226074 DOI: 10.1109/Tip.2019.2919937 |
0.459 |
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| 2019 |
Zhang Y, Yap PT, Qu L, Cheng JZ, Shen D. Dual-domain convolutional neural networks for improving structural information in 3 T MRI. Magnetic Resonance Imaging. PMID 31175927 DOI: 10.1016/J.Mri.2019.05.023 |
0.343 |
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| 2019 |
Zheng Y, Chen X, Li D, Liu Y, Tan X, Liang Y, Zhang H, Qiu S, Shen D. Treatment-naïve first episode depression classification based on high-order brain functional network. Journal of Affective Disorders. 256: 33-41. PMID 31158714 DOI: 10.1016/J.Jad.2019.05.067 |
0.332 |
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| 2019 |
Wu Z, Wang L, Lin W, Gilmore JH, Li G, Shen D. Construction of 4D infant cortical surface atlases with sharp folding patterns via spherical patch-based group-wise sparse representation. Human Brain Mapping. PMID 31115143 DOI: 10.1002/Hbm.24636 |
0.371 |
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| 2019 |
Sun L, Zhang D, Lian C, Wang L, Wu Z, Shao W, Lin W, Shen D, Li G. Topological correction of infant white matter surfaces using anatomically constrained convolutional neural network. Neuroimage. PMID 31112785 DOI: 10.1016/J.Neuroimage.2019.05.037 |
0.462 |
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| 2019 |
Xia J, Wang F, Benkarim OM, Sanroma G, Piella G, González Ballester MA, Hahner N, Eixarch E, Zhang C, Shen D, Li G. Fetal cortical surface atlas parcellation based on growth patterns. Human Brain Mapping. PMID 31106942 DOI: 10.1002/Hbm.24637 |
0.322 |
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| 2019 |
Fan J, Yang J, Wang Y, Yang S, Ai D, Huang Y, Song H, Wang Y, Shen D. Deep feature descriptor based hierarchical dense matching for X-ray angiographic images. Computer Methods and Programs in Biomedicine. 175: 233-242. PMID 31104711 DOI: 10.1016/J.Cmpb.2019.04.006 |
0.35 |
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| 2019 |
Chen G, Dong B, Zhang Y, Lin W, Shen D, Shen D, Yap PT. Denoising of Diffusion MRI Data via Graph Framelet Matching in x-q Space. Ieee Transactions On Medical Imaging. PMID 31071025 DOI: 10.1109/Tmi.2019.2915629 |
0.322 |
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| 2019 |
Zhu H, Shi F, Wang L, Hung SC, Chen MH, Wang S, Lin W, Shen D. Dilated Dense U-Net for Infant Hippocampus Subfield Segmentation. Frontiers in Neuroinformatics. 13: 30. PMID 31068797 DOI: 10.3389/Fninf.2019.00030 |
0.549 |
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| 2019 |
Zhang Y, Yap PT, Chen G, Lin W, Wang L, Shen D. Super-resolution reconstruction of neonatal brain magnetic resonance images via residual structured sparse representation. Medical Image Analysis. 55: 76-87. PMID 31029865 DOI: 10.1016/J.Media.2019.04.010 |
0.442 |
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| 2019 |
Zhou T, Liu M, Thung KH, Shen D. Latent Representation Learning for Alzheimer's Disease Diagnosis with Incomplete Multi-modality Neuroimaging and Genetic Data - Supplementary Materials. Ieee Transactions On Medical Imaging. PMID 31021792 DOI: 10.1109/Tmi.2019.2913158 |
0.391 |
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| 2019 |
Hong Y, Kim J, Chen G, Lin W, Yap PT, Shen D. Longitudinal Prediction of Infant Diffusion MRI Data via Graph Convolutional Adversarial Networks. Ieee Transactions On Medical Imaging. PMID 30990424 DOI: 10.1109/Tmi.2019.2911203 |
0.36 |
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| 2019 |
Li Y, Liu J, Peng Z, Sheng C, Kim M, Yap PT, Wee CY, Shen D. Fusion of ULS Group Constrained High- and Low-Order Sparse Functional Connectivity Networks for MCI Classification. Neuroinformatics. PMID 30982183 DOI: 10.1007/S12021-019-09418-X |
0.37 |
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| 2019 |
Xu X, He P, Yap PT, Zhang H, Nie J, Shen D. Meta-Network Analysis of Structural Correlation Networks Provides Insights Into Brain Network Development. Frontiers in Human Neuroscience. 13: 93. PMID 30971907 DOI: 10.3389/Fnhum.2019.00093 |
0.301 |
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| 2019 |
Jung E, Chikontwe P, Zong X, Lin W, Shen D, Park SH. Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network. Ieee Access : Practical Innovations, Open Solutions. 7: 18382-18391. PMID 30956927 DOI: 10.1109/Access.2019.2896911 |
0.439 |
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| 2019 |
Pan Y, Xia Y, Shen D. Foreground Fisher Vector: Encoding Class-Relevant Foreground to Improve Image Classification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30946666 DOI: 10.1109/Tip.2019.2908795 |
0.439 |
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| 2019 |
Fan J, Cao X, Yap PT, Shen D. BIRNet: Brain image registration using dual-supervised fully convolutional networks. Medical Image Analysis. 54: 193-206. PMID 30939419 DOI: 10.1016/J.Media.2019.03.006 |
0.431 |
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| 2019 |
Liu M, Zhang J, Lian C, Shen D. Weakly Supervised Deep Learning for Brain Disease Prognosis Using MRI and Incomplete Clinical Scores. Ieee Transactions On Cybernetics. PMID 30932861 DOI: 10.1109/Tcyb.2019.2904186 |
0.463 |
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| 2019 |
Wang S, He K, Nie D, Zhou S, Gao Y, Shen D. CT male pelvic organ segmentation using fully convolutional networks with boundary sensitive representation. Medical Image Analysis. 54: 168-178. PMID 30928830 DOI: 10.1016/J.Media.2019.03.003 |
0.387 |
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| 2019 |
Shi Y, Suk HI, Gao Y, Lee SW, Shen D. Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis. Ieee Transactions On Neural Networks and Learning Systems. PMID 30908241 DOI: 10.1109/Tnnls.2019.2900077 |
0.378 |
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| 2019 |
Peng J, Zhu X, Wang Y, An L, Shen D. Structured sparsity regularized multiple kernel learning for Alzheimer's disease diagnosis. Pattern Recognition. 88: 370-382. PMID 30872866 DOI: 10.1016/J.Patcog.2018.11.027 |
0.381 |
|
| 2019 |
Lin W, Baluyot KR, Yao M, Yan J, Wang L, Li G, Howell B, Elison JT, Shen D. Early-Life Nutrition and Cognitive Development: Imaging Approaches. Nestle Nutrition Institute Workshop Series. 90: 121-135. PMID 30865981 DOI: 10.1159/000490300 |
0.309 |
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| 2019 |
Wang L, Nie D, Li G, Puybareau E, Dolz J, Zhang Q, Wang F, Xia J, Wu Z, Chen J, Thung KH, Bui TD, Shin J, Zeng G, Zheng G, ... ... Shen D, et al. Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. Ieee Transactions On Medical Imaging. PMID 30835215 DOI: 10.1109/Tmi.2019.2901712 |
0.462 |
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| 2019 |
Wang M, Zhang D, Shen D, Liu M. Multi-task exclusive relationship learning for alzheimer's disease progression prediction with longitudinal data. Medical Image Analysis. 53: 111-122. PMID 30763830 DOI: 10.1016/J.Media.2019.01.007 |
0.373 |
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| 2019 |
Fang Z, Chen Y, Liu M, Xiang L, Zhang Q, Wang Q, Lin W, Shen D. Deep Learning for Fast and Spatially-Constrained Tissue Quantification from Highly-Accelerated Data in Magnetic Resonance Fingerprinting. Ieee Transactions On Medical Imaging. PMID 30762540 DOI: 10.1109/Tmi.2019.2899328 |
0.388 |
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| 2019 |
Zhang H, Giannakopoulos P, Haller S, Shen D, Lee SW, Qiu S. Inter-Network High-Order Functional Connectivity (IN-HOFC) and its Alteration in Patients with Mild Cognitive Impairment. Neuroinformatics. PMID 30739281 DOI: 10.1007/S12021-018-9413-X |
0.356 |
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| 2019 |
Chen G, Zhang J, Zhang Y, Dong B, Shen D, Yap PT. Multi-channel framelet denoising of diffusion-weighted images. Plos One. 14: e0211621. PMID 30726257 DOI: 10.1371/Journal.Pone.0211621 |
0.391 |
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| 2019 |
Hu D, Wu Z, Lin W, Li G, Shen D. Hierarchical Rough-to-Fine Model for Infant Age Prediction based on Cortical Features. Ieee Journal of Biomedical and Health Informatics. PMID 30716056 DOI: 10.1109/Jbhi.2019.2897020 |
0.357 |
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| 2019 |
Nie D, Lu J, Zhang H, Adeli E, Wang J, Yu Z, Liu L, Wang Q, Wu J, Shen D. Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages. Scientific Reports. 9: 1103. PMID 30705340 DOI: 10.1038/S41598-018-37387-9 |
0.403 |
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| 2019 |
Huynh KM, Chen G, Wu Y, Shen D, Yap PT. Multi-Site Harmonization of Diffusion MRI Data via Method of Moments. Ieee Transactions On Medical Imaging. PMID 30676953 DOI: 10.1109/Tmi.2019.2895020 |
0.37 |
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| 2019 |
Li W, Qiao L, Zhang L, Wang Z, Shen D. Functional Brain Network Estimation with Time Series Self-scrubbing. Ieee Journal of Biomedical and Health Informatics. PMID 30668484 DOI: 10.1109/Jbhi.2019.2893880 |
0.363 |
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| 2019 |
Shi F, Fan Y, Tang S, Gilmore J, Lin W, Shen D. Brain Tissue Segmentation of Neonatal MR Images Using a Longitudinal Subject-specific Probabilistic Atlas. Proceedings of Spie--the International Society For Optical Engineering. 7259. PMID 20414458 DOI: 10.1117/12.811610 |
0.565 |
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| 2019 |
Hou Y, Qu X, Liu G, Lee SW, Shen D. Block-Extraction and Haar Transform Based Linear Singularity Representation for Image Enhancement Mathematical Problems in Engineering. 2019: 6395147. DOI: 10.1155/2019/6395147 |
0.384 |
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| 2019 |
Zhao F, Rekik I, Lee S, Liu J, Zhang J, Shen D. Two-Phase Incremental Kernel PCA for Learning Massive or Online Datasets Complexity. 2019: 5937274. DOI: 10.1155/2019/5937274 |
0.307 |
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| 2019 |
Wang Q, Shi Y, Shen D. Machine Learning in Medical Imaging Ieee Journal of Biomedical and Health Informatics. 23: 1361-1362. DOI: 10.1109/Jbhi.2019.2920801 |
0.345 |
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| 2019 |
Celebi ME, Codella N, Halpern A, Shen D. Guest Editorial Skin Lesion Image Analysis for Melanoma Detection Ieee Journal of Biomedical and Health Informatics. 23: 479-480. DOI: 10.1109/Jbhi.2019.2897338 |
0.31 |
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| 2019 |
Shao Y, Kim J, Gao Y, Wang Q, Lin W, Shen D. Hippocampal Segmentation From Longitudinal Infant Brain MR Images via Classification-Guided Boundary Regression Ieee Access. 7: 33728-33740. DOI: 10.1109/Access.2019.2904143 |
0.454 |
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| 2019 |
Ying S, Zhang X, Peng Y, Shen D. Longitudinal Image Analysis via Path Regression on the Image Manifold Journal of the Operations Research Society of China. 7: 599-614. DOI: 10.1007/S40305-019-00251-2 |
0.442 |
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| 2019 |
Zhu X, Suk H, Shen D. Low-rank dimensionality reduction for multi-modality neurodegenerative disease identification World Wide Web. 22: 907-925. DOI: 10.1007/S11280-018-0645-3 |
0.346 |
|
| 2018 |
Wu Z, Li G, Li W, Shi F, Lin W, Gilmore JH, Shen D. Registration-Free Infant Cortical Surface Parcellation using Deep Convolutional Neural Networks. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 672-680. PMID 31263805 DOI: 10.1007/978-3-030-00931-1_77 |
0.429 |
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| 2018 |
Yan W, Zhang H, Sui J, Shen D. Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 249-257. PMID 31179447 DOI: 10.1007/978-3-030-00931-1_29 |
0.301 |
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| 2018 |
Kam TE, Zhang H, Shen D. A Novel Deep Learning Framework on Brain Functional Networks for Early MCI Diagnosis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 293-301. PMID 31106304 DOI: 10.1007/978-3-030-00931-1_34 |
0.312 |
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| 2018 |
Zhang R, Zheng Y, Poon CCY, Shen D, Lau JYW. Polyp detection during colonoscopy using a regression-based convolutional neural network with a tracker. Pattern Recognition. 83: 209-219. PMID 31105338 DOI: 10.1016/J.Patcog.2018.05.026 |
0.376 |
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| 2018 |
Cao X, Yang J, Wang L, Xue Z, Wang Q, Shen D. Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity. Machine Learning in Medical Imaging. Mlmi (Workshop). 11046: 55-63. PMID 31098597 DOI: 10.1007/978-3-030-00919-9_7 |
0.37 |
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| 2018 |
Wang Y, Zhou L, Wang L, Yu B, Zu C, Lalush DS, Lin W, Wu X, Zhou J, Shen D. Locality Adaptive Multi-modality GANs for High-Quality PET Image Synthesis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11070: 329-337. PMID 31058275 DOI: 10.1007/978-3-030-00928-1_38 |
0.318 |
|
| 2018 |
Hou Y, Shen D. Image denoising with morphology- and size-adaptive block-matching transform domain filtering. Eurasip Journal On Image and Video Processing. 2018. PMID 30956653 DOI: 10.1186/S13640-018-0301-Y |
0.393 |
|
| 2018 |
Jie B, Liu M, Lian C, Shi F, Shen D. Developing Novel Weighted Correlation Kernels for Convolutional Neural Networks to Extract Hierarchical Functional Connectivities from fMRI for Disease Diagnosis. Machine Learning in Medical Imaging. Mlmi (Workshop). 11046: 1-9. PMID 30868142 DOI: 10.1007/978-3-030-00919-9_1 |
0.452 |
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| 2018 |
Xiang L, Li Y, Lin W, Wang Q, Shen D. Unpaired Deep Cross-Modality Synthesis with Fast Training. Deep Learning in Medical Image Analysis and Multimodal Learning For Clinical Decision Support : 4th International Workshop, Dlmia 2018, and 8th International Workshop, Ml-Cds 2018, Held in Conjunction With Miccai 2018, Granada, Spain, S.... 11045: 155-164. PMID 30854517 DOI: 10.1007/978-3-030-00889-5_18 |
0.308 |
|
| 2018 |
Zhou T, Thung KH, Liu M, Shi F, Zhang C, Shen D. Multi-modal Neuroimaging Data Fusion via Latent Space Learning for Alzheimer's Disease Diagnosis. Predictive Intelligence in Medicine First International Workshop, Prime 2018, Held in Conjunction With Miccai 2018, Granada, Spain, September 16, 2018 : Proceedings. Prime (Workshop) (1st : 2018 : Granada, Spain). 11121: 76-84. PMID 30788463 DOI: 10.1007/978-3-030-00320-3_10 |
0.376 |
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| 2018 |
Tian P, Qi L, Shi Y, Zhou L, Gao Y, Shen D. A NOVEL IMAGE-SPECIFIC TRANSFER APPROACH FOR PROSTATE SEGMENTATION IN MR IMAGES. Proceedings of the ... Ieee International Conference On Acoustics, Speech, and Signal Processing. Icassp (Conference). 2018: 806-810. PMID 30636936 DOI: 10.1109/ICASSP.2018.8461716 |
0.311 |
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| 2018 |
Chen X, Zhang H, Zhang Y, Yang J, Shen D. Learning Pairwise-Similarity Guided Sparse Functional Connectivity Network for MCI Classification. ... Asian Conference On Pattern Recognition. Asian Conference On Pattern Recognition. 2017: 917-922. PMID 30627592 DOI: 10.1109/ACPR.2017.147 |
0.327 |
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| 2018 |
Zhou Y, Zhang L, Teng S, Qiao L, Shen D. Improving Sparsity and Modularity of High-Order Functional Connectivity Networks for MCI and ASD Identification. Frontiers in Neuroscience. 12: 959. PMID 30618582 DOI: 10.3389/Fnins.2018.00959 |
0.364 |
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| 2018 |
Lian C, Liu M, Zhang J, Shen D. Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30582529 DOI: 10.1109/Tpami.2018.2889096 |
0.429 |
|
| 2018 |
Tang Z, Yap PT, Shen D. A New Multi-Atlas Registration Framework for Multimodal Pathological Images Using Conventional Monomodal Normal Atlases. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30571622 DOI: 10.1109/Tip.2018.2884563 |
0.482 |
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| 2018 |
Wang P, Liu Y, Shen D. Flexible Locally Weighted Penalized Regression with Applications on Prediction of Alzheimer's Disease Neuroimaging Initiative's Clinical Scores. Ieee Transactions On Medical Imaging. PMID 30530315 DOI: 10.1109/Tmi.2018.2884943 |
0.385 |
|
| 2018 |
Tang Z, Yap PT, Shen D. A New Image Similarity Metric for Improving Deformation Consistency in Graph Based Groupwise Image Registration. Ieee Transactions On Bio-Medical Engineering. PMID 30530309 DOI: 10.1109/Tbme.2018.2885436 |
0.391 |
|
| 2018 |
Wang Y, Zhou L, Yu B, Wang L, Zu C, Lalush DS, Lin W, Wu X, Zhou J, Shen D. 3D auto-context-based locality adaptive multi-modality GANs for PET synthesis. Ieee Transactions On Medical Imaging. PMID 30507527 DOI: 10.1109/Tmi.2018.2884053 |
0.42 |
|
| 2018 |
Xiang L, Chen Y, Chang W, Zhan Y, Lin W, Wang Q, Shen D. Deep Leaning Based Multi-Modal Fusion for Fast MR Reconstruction. Ieee Transactions On Bio-Medical Engineering. PMID 30507491 DOI: 10.1109/Tbme.2018.2883958 |
0.42 |
|
| 2018 |
Li Y, Liu J, Gao X, Jie B, Kim M, Yap PT, Wee CY, Shen D. Multimodal hyper-connectivity of functional networks using functionally-weighted LASSO for MCI classification. Medical Image Analysis. 52: 80-96. PMID 30472348 DOI: 10.1016/J.Media.2018.11.006 |
0.363 |
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| 2018 |
Zhang C, Adeli E, Wu Z, Li G, Lin W, Shen D. INFANT BRAIN DEVELOPMENT PREDICTION WITH LATENT PARTIAL MULTI-VIEW REPRESENTATION LEARNING. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 1048-1051. PMID 30464798 DOI: 10.1109/ISBI.2018.8363751 |
0.302 |
|
| 2018 |
Zhao M, Wang L, Chen J, Nie D, Cong Y, Ahmad S, Ho A, Yuan P, Fung SH, Deng HH, Xia J, Shen D. Craniomaxillofacial Bony Structures Segmentation from MRI with Deep-Supervision Adversarial Learning. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11073: 720-727. PMID 30450495 DOI: 10.1007/978-3-030-00937-3_82 |
0.365 |
|
| 2018 |
Li G, Liu M, Sun Q, Shen D, Wang L. Early Diagnosis of Autism Disease by Multi-channel CNNs. Machine Learning in Medical Imaging. Mlmi (Workshop). 11046: 303-309. PMID 30450494 DOI: 10.1007/978-3-030-00919-9_35 |
0.311 |
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| 2018 |
Rekik I, Li G, Lin W, Shen D. ESTIMATION OF SHAPE AND GROWTH BRAIN NETWORK ATLASES FOR CONNECTOMIC BRAIN MAPPING IN DEVELOPING INFANTS. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 985-989. PMID 30450154 DOI: 10.1109/ISBI.2018.8363736 |
0.301 |
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| 2018 |
Fang L, Zhang L, Nie D, Cao X, Rekik I, Lee SW, He H, Shen D. Automatic brain labeling via multi-atlas guided fully convolutional networks. Medical Image Analysis. 51: 157-168. PMID 30447544 DOI: 10.1016/J.Media.2018.10.012 |
0.469 |
|
| 2018 |
Wang L, Li G, Shi F, Cao X, Lian C, Nie D, Liu M, Zhang H, Li G, Wu Z, Lin W, Shen D. Volume-Based Analysis of 6-Month-Old Infant Brain MRI for Autism Biomarker Identification and Early Diagnosis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 411-419. PMID 30430147 DOI: 10.1007/978-3-030-00931-1_47 |
0.503 |
|
| 2018 |
Wang F, Lian C, Xia J, Wu Z, Duan D, Wang L, Shen D, Li G. CONSTRUCTION OF SPATIOTEMPORAL INFANT CORTICAL SURFACE ATLAS OF RHESUS MACAQUE. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 704-707. PMID 30416671 DOI: 10.1109/ISBI.2018.8363671 |
0.305 |
|
| 2018 |
Zhou T, Thung KH, Zhu X, Shen D. Effective feature learning and fusion of multimodality data using stage-wise deep neural network for dementia diagnosis. Human Brain Mapping. PMID 30381863 DOI: 10.1002/Hbm.24428 |
0.367 |
|
| 2018 |
Chen J, Zhang H, Nie D, Wang L, Li G, Lin W, Shen D. Automatic Accurate Infant Cerebellar Tissue Segmentation with Densely Connected Convolutional Network. Machine Learning in Medical Imaging. Mlmi (Workshop). 11046: 233-240. PMID 30381806 DOI: 10.1007/978-3-030-00919-9_27 |
0.352 |
|
| 2018 |
Huang H, Liu X, Jin Y, Lee SW, Wee CY, Shen D. Enhancing the representation of functional connectivity networks by fusing multi-view information for autism spectrum disorder diagnosis. Human Brain Mapping. PMID 30357998 DOI: 10.1002/Hbm.24415 |
0.387 |
|
| 2018 |
Ren X, Li T, Yang X, Wang S, Ahmad S, Xiang L, Stone SR, Li L, Zhan Y, Shen D, Wang Q. Regression Convolutional Neural Network for Automated Pediatric Bone Age Assessment from Hand Radiograph. Ieee Journal of Biomedical and Health Informatics. PMID 30346295 DOI: 10.1109/Jbhi.2018.2876916 |
0.317 |
|
| 2018 |
Feng Z, Nie D, Wang L, Shen D. SEMI-SUPERVISED LEARNING FOR PELVIC MR IMAGE SEGMENTATION BASED ON MULTI-TASK RESIDUAL FULLY CONVOLUTIONAL NETWORKS. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 885-888. PMID 30344892 DOI: 10.1109/ISBI.2018.8363713 |
0.359 |
|
| 2018 |
Wen X, Zhang H, Li G, Liu M, Yin W, Lin W, Zhang J, Shen D. First-year development of modules and hubs in infant brain functional networks. Neuroimage. PMID 30315911 DOI: 10.1016/J.Neuroimage.2018.10.019 |
0.38 |
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| 2018 |
Nie D, Wang L, Gao Y, Lian J, Shen D. STRAINet: Spatially Varying sTochastic Residual AdversarIal Networks for MRI Pelvic Organ Segmentation. Ieee Transactions On Neural Networks and Learning Systems. PMID 30307879 DOI: 10.1109/Tnnls.2018.2870182 |
0.445 |
|
| 2018 |
Zhang C, Adeli E, Wu Z, Li G, Lin W, Shen D. Infant Brain Development Prediction with Latent Partial Multi-View Representation Learning. Ieee Transactions On Medical Imaging. PMID 30307859 DOI: 10.1109/Tmi.2018.2874964 |
0.396 |
|
| 2018 |
Chen G, Dong B, Zhang Y, Lin W, Shen D, Yap PT. Angular Upsampling in Infant Diffusion MRI Using Neighborhood Matching in - Space. Frontiers in Neuroinformatics. 12: 57. PMID 30245622 DOI: 10.3389/Fninf.2018.00057 |
0.314 |
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| 2018 |
Liu M, Zhang J, Adeli E, Shen D. Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease Diagnosis. Ieee Transactions On Bio-Medical Engineering. PMID 30222548 DOI: 10.1109/Tbme.2018.2869989 |
0.438 |
|
| 2018 |
He K, Cao X, Shi Y, Nie D, Gao Y, Shen D. Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks. Ieee Transactions On Medical Imaging. PMID 30176583 DOI: 10.1109/Tmi.2018.2867837 |
0.405 |
|
| 2018 |
Kamiya N, Li J, Kume M, Fujita H, Shen D, Zheng G. Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications. International Journal of Computer Assisted Radiology and Surgery. PMID 30173335 DOI: 10.1007/S11548-018-1852-1 |
0.348 |
|
| 2018 |
Liu L, Zhang H, Wu J, Yu Z, Chen X, Rekik I, Wang Q, Lu J, Shen D. Overall survival time prediction for high-grade glioma patients based on large-scale brain functional networks. Brain Imaging and Behavior. PMID 30155788 DOI: 10.1007/S11682-018-9949-2 |
0.383 |
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| 2018 |
Jha SC, Xia K, Schmitt JE, Ahn M, Girault JB, Murphy VA, Li G, Wang L, Shen D, Zou F, Zhu H, Styner M, Knickmeyer RC, Gilmore JH. Genetic influences on neonatal cortical thickness and surface area. Human Brain Mapping. PMID 30144223 DOI: 10.1002/Hbm.24340 |
0.301 |
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| 2018 |
Duan D, Xia S, Rekik I, Meng Y, Wu Z, Wang L, Lin W, Gilmore JH, Shen D, Li G. Exploring folding patterns of infant cerebral cortex based on multi-view curvature features: Methods and applications. Neuroimage. PMID 30130646 DOI: 10.1016/J.Neuroimage.2018.08.041 |
0.4 |
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| 2018 |
He P, Xu X, Zhang H, Li G, Nie J, Yap PT, Shen D. Spatiotemporal Analysis of Developing Brain Networks. Frontiers in Neuroinformatics. 12: 48. PMID 30108496 DOI: 10.3389/Fninf.2018.00048 |
0.355 |
|
| 2018 |
Xia J, Wang F, Meng Y, Wu Z, Wang L, Lin W, Zhang C, Shen D, Li G. A computational method for longitudinal mapping of orientation-specific expansion of cortical surface in infants. Medical Image Analysis. 49: 46-59. PMID 30092545 DOI: 10.1016/J.Media.2018.07.006 |
0.372 |
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| 2018 |
Chen L, Zhang H, Lu J, Thung K, Aibaidula A, Liu L, Chen S, Jin L, Wu J, Wang Q, Zhou L, Shen D. Multi-label Nonlinear Matrix Completion with Transductive Multi-task Feature Selection for Joint MGMT and IDH1 Status Prediction of Patient with High-Grade Gliomas. Ieee Transactions On Medical Imaging. PMID 29994582 DOI: 10.1109/Tmi.2018.2807590 |
0.396 |
|
| 2018 |
Adeli E, Thung KH, An L, Wu G, Shi F, Wang T, Shen D. Semi-Supervised Discriminative Classification Robust to Sample-Outliers and Feature-Noises. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29994560 DOI: 10.1109/Tpami.2018.2794470 |
0.471 |
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| 2018 |
Nie D, Wang L, Adeli E, Lao C, Lin W, Shen D. 3-D Fully Convolutional Networks for Multimodal Isointense Infant Brain Image Segmentation. Ieee Transactions On Cybernetics. PMID 29994385 DOI: 10.1109/Tcyb.2018.2797905 |
0.511 |
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| 2018 |
Zhang Y, Shi F, Cheng J, Wang L, Yap PT, Shen D. Longitudinally Guided Super-Resolution of Neonatal Brain Magnetic Resonance Images. Ieee Transactions On Cybernetics. PMID 29994176 DOI: 10.1109/Tcyb.2017.2786161 |
0.598 |
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| 2018 |
Liu M, Zhang J, Nie D, Yap PT, Shen D. Anatomical Landmark based Deep Feature Representation for MR Images in Brain Disease Diagnosis. Ieee Journal of Biomedical and Health Informatics. PMID 29994175 DOI: 10.1109/Jbhi.2018.2791863 |
0.483 |
|
| 2018 |
Wang J, Wang Q, Zhang H, Chen J, Wang S, Shen D. Sparse Multiview Task-Centralized Ensemble Learning for ASD Diagnosis Based on Age- and Sex-Related Functional Connectivity Patterns. Ieee Transactions On Cybernetics. PMID 29994137 DOI: 10.1109/Tcyb.2018.2839693 |
0.327 |
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| 2018 |
Cao X, Yang J, Gao Y, Wang Q, Shen D. Region-adaptive Deformable Registration of CT/MRI Pelvic Images via Learning-based Image Synthesis. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 29994091 DOI: 10.1109/Tip.2018.2820424 |
0.4 |
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| 2018 |
Tang Z, Ahmad S, Yap PT, Shen D. Multi-Atlas Segmentation of MR Tumor Brain Images Using Low-Rank Based Image Recovery. Ieee Transactions On Medical Imaging. PMID 29993928 DOI: 10.1109/Tmi.2018.2824243 |
0.45 |
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| 2018 |
Nie D, Trullo R, Lian J, Wang L, Petitjean C, Ruan S, Wang Q, Shen D. Medical Image Synthesis with Deep Convolutional Adversarial Networks. Ieee Transactions On Bio-Medical Engineering. PMID 29993445 DOI: 10.1109/Tbme.2018.2814538 |
0.477 |
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| 2018 |
Zhou T, Thung KH, Liu M, Shen D. Brain-wide Genome-wide Association Study for Alzheimer's Disease via Joint Projection Learning and Sparse Regression Model. Ieee Transactions On Bio-Medical Engineering. PMID 29993426 DOI: 10.1109/Tbme.2018.2824725 |
0.372 |
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| 2018 |
Cao X, Yang J, Zhang J, Wang Q, Yap PT, Shen D. Deformable Image Registration Using Cue-aware Deep Regression Network. Ieee Transactions On Bio-Medical Engineering. PMID 29993391 DOI: 10.1109/Tbme.2018.2822826 |
0.356 |
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| 2018 |
Zhang H, Shen D, Lin W. Resting-state functional MRI studies on infant brains: A decade of gap-filling efforts. Neuroimage. PMID 29990581 DOI: 10.1016/J.Neuroimage.2018.07.004 |
0.343 |
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| 2018 |
Zhao F, Zhang H, Rekik I, An Z, Shen D. Diagnosis of Autism Spectrum Disorders Using Multi-Level High-Order Functional Networks Derived From Resting-State Functional MRI. Frontiers in Human Neuroscience. 12: 184. PMID 29867410 DOI: 10.3389/Fnhum.2018.00184 |
0.38 |
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| 2018 |
Wang X, Zhen X, Li Q, Shen D, Huang H. Cognitive Assessment Prediction in Alzheimer's Disease by Multi-Layer Multi-Target Regression. Neuroinformatics. PMID 29802511 DOI: 10.1007/S12021-018-9381-1 |
0.312 |
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| 2018 |
Yin Q, Hung SC, Rathmell WK, Shen L, Wang L, Lin W, Fielding JR, Khandani AH, Woods ME, Milowsky MI, Brooks SA, Wallen EM, Shen D. Integrative radiomics expression predicts molecular subtypes of primary clear cell renal cell carcinoma. Clinical Radiology. PMID 29801658 DOI: 10.1016/J.Crad.2018.04.009 |
0.315 |
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| 2018 |
Adeli E, Meng Y, Li G, Lin W, Shen D. Multi-task prediction of infant cognitive scores from longitudinal incomplete neuroimaging data. Neuroimage. PMID 29709627 DOI: 10.1016/J.Neuroimage.2018.04.052 |
0.387 |
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| 2018 |
Jie B, Liu M, Shen D. Integration of temporal and spatial properties of dynamic connectivity networks for automatic diagnosis of brain disease. Medical Image Analysis. 47: 81-94. PMID 29702414 DOI: 10.1016/J.Media.2018.03.013 |
0.402 |
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| 2018 |
Liu L, Wang Q, Adeli E, Zhang L, Zhang H, Shen D. Exploring diagnosis and imaging biomarkers of Parkinson's disease via iterative canonical correlation analysis based feature selection. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 67: 21-29. PMID 29702348 DOI: 10.1016/J.Compmedimag.2018.04.002 |
0.376 |
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| 2018 |
Meng Y, Li G, Wang L, Lin W, Gilmore JH, Shen D. Discovering cortical sulcal folding patterns in neonates using large-scale dataset. Human Brain Mapping. PMID 29700891 DOI: 10.1002/Hbm.24199 |
0.386 |
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| 2018 |
Xiang L, Wang Q, Nie D, Zhang L, Jin X, Qiao Y, Shen D. Deep embedding convolutional neural network for synthesizing CT image from T1-Weighted MR image. Medical Image Analysis. 47: 31-44. PMID 29674235 DOI: 10.1016/J.Media.2018.03.011 |
0.418 |
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| 2018 |
Cheng B, Liu M, Zhang D, Shen D. Robust multi-label transfer feature learning for early diagnosis of Alzheimer's disease. Brain Imaging and Behavior. PMID 29589326 DOI: 10.1007/S11682-018-9846-8 |
0.343 |
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| 2018 |
Howell BR, Styner MA, Gao W, Yap PT, Wang L, Baluyot K, Yacoub E, Chen G, Potts T, Salzwedel A, Li G, Gilmore JH, Piven J, Smith JK, Shen D, et al. The UNC/UMN Baby Connectome Project (BCP): An overview of the study design and protocol development. Neuroimage. PMID 29578031 DOI: 10.1016/J.Neuroimage.2018.03.049 |
0.437 |
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| 2018 |
Li G, Wang L, Yap PT, Wang F, Wu Z, Meng Y, Dong P, Kim J, Shi F, Rekik I, Lin W, Shen D. Computational neuroanatomy of baby brains: A review. Neuroimage. PMID 29574033 DOI: 10.1016/J.Neuroimage.2018.03.042 |
0.565 |
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| 2018 |
Wang Y, Yu B, Wang L, Zu C, Lalush DS, Lin W, Wu X, Zhou J, Shen D, Zhou L. 3D conditional generative adversarial networks for high-quality PET image estimation at low dose. Neuroimage. PMID 29571715 DOI: 10.1016/J.Neuroimage.2018.03.045 |
0.398 |
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| 2018 |
Lian C, Zhang J, Liu M, Zong X, Hung SC, Lin W, Shen D. Multi-channel multi-scale fully convolutional network for 3D perivascular spaces segmentation in 7T MR images. Medical Image Analysis. 46: 106-117. PMID 29518675 DOI: 10.1016/J.Media.2018.02.009 |
0.472 |
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| 2018 |
Wang L, Li G, Adeli E, Liu M, Wu Z, Meng Y, Lin W, Shen D. Anatomy-guided joint tissue segmentation and topological correction for 6-month infant brain MRI with risk of autism. Human Brain Mapping. PMID 29516625 DOI: 10.1002/Hbm.24027 |
0.477 |
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| 2018 |
Zhou Y, Zhang H, Zhang L, Cao X, Yang R, Feng Q, Yap PT, Shen D. Functional MRI registration with tissue-specific patch-based functional correlation tensors. Human Brain Mapping. PMID 29504193 DOI: 10.1002/Hbm.24021 |
0.416 |
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| 2018 |
Ren X, Xiang L, Nie D, Shao Y, Zhang H, Shen D, Wang Q. Interleaved 3D-CNNs for Joint Segmentation of Small-Volume Structures in Head and Neck CT Images. Medical Physics. PMID 29480928 DOI: 10.1002/Mp.12837 |
0.368 |
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| 2018 |
Jie B, Liu M, Zhang D, Shen D. Sub-Network Kernels for Measuring Similarity of Brain Connectivity Networks in Disease Diagnosis. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 27: 2340-2353. PMID 29470170 DOI: 10.1109/Tip.2018.2799706 |
0.379 |
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| 2018 |
Zhou Y, Qiao L, Li W, Zhang L, Shen D. Simultaneous Estimation of Low- and High-Order Functional Connectivity for Identifying Mild Cognitive Impairment. Frontiers in Neuroinformatics. 12: 3. PMID 29467643 DOI: 10.3389/Fninf.2018.00003 |
0.34 |
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| 2018 |
Jha SC, Xia K, Ahn M, Girault JB, Li G, Wang L, Shen D, Zou F, Zhu H, Styner M, Gilmore JH, Knickmeyer RC. Environmental Influences on Infant Cortical Thickness and Surface Area. Cerebral Cortex (New York, N.Y. : 1991). PMID 29420697 DOI: 10.1093/Cercor/Bhy020 |
0.353 |
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| 2018 |
Thung KH, Yap PT, Adeli E, Lee SW, Shen D. Conversion and time-to-conversion predictions of mild cognitive impairment using low-rank affinity pursuit denoising and matrix completion. Medical Image Analysis. 45: 68-82. PMID 29414437 DOI: 10.1016/J.Media.2018.01.002 |
0.34 |
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| 2018 |
Huang H, Lu J, Wu J, Ding Z, Chen S, Duan L, Cui J, Chen F, Kang D, Qi L, Qiu W, Lee SW, Qiu S, Shen D, Zang YF, et al. Tumor Tissue Detection using Blood-Oxygen-Level-Dependent Functional MRI based on Independent Component Analysis. Scientific Reports. 8: 1223. PMID 29352123 DOI: 10.1038/S41598-017-18453-0 |
0.319 |
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| 2018 |
Zhang L, Zhao Y, Zhu Z, Shen D, Ji S. Multi-View Missing Data Completion Ieee Transactions On Knowledge and Data Engineering. 30: 1296-1309. DOI: 10.1109/Tkde.2018.2791607 |
0.341 |
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| 2018 |
Shen D, Wang L. Guest Editorial Special Issue on Deep Learning in Medical Imaging Ieee Transactions On Biomedical Engineering. 65: 1898-1899. DOI: 10.1109/Tbme.2018.2856101 |
0.376 |
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| 2017 |
Adeli E, Meng Y, Li G, Lin W, Shen D. Joint Sparse and Low-Rank Regularized MultiTask Multi-Linear Regression for Prediction of Infant Brain Development with Incomplete Data. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 40-48. PMID 30159549 DOI: 10.1007/978-3-319-66182-7_5 |
0.32 |
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| 2017 |
Bahrami K, Rekik I, Shi F, Shen D. Joint Reconstruction and Segmentation of 7T-like MR Images from 3T MRI Based on Cascaded Convolutional Neural Networks. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 764-772. PMID 30009281 DOI: 10.1007/978-3-319-66182-7_87 |
0.465 |
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| 2017 |
Liu M, Zhang J, Adeli E, Shen D. Deep Multi-Task Multi-Channel Learning for Joint Classification and Regression of Brain Status. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10435: 3-11. PMID 29756129 DOI: 10.1007/978-3-319-66179-7_1 |
0.327 |
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| 2017 |
Zhu X, Suk HI, Huang H, Shen D. Low-Rank Graph-Regularized Structured Sparse Regression for Identifying Genetic Biomarkers. Ieee Transactions On Big Data. 3: 405-414. PMID 29725610 DOI: 10.1109/Tbdata.2017.2735991 |
0.427 |
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| 2017 |
Nie D, Wang L, Trullo R, Li J, Yuan P, Xia J, Shen D. Segmentation of Craniomaxillofacial Bony Structures from MRI with a 3D Deep-Learning Based Cascade Framework. Machine Learning in Medical Imaging. Mlmi (Workshop). 10541: 266-273. PMID 29417097 DOI: 10.1007/978-3-319-67389-9_31 |
0.363 |
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| 2017 |
Dong P, Wang L, Lin W, Shen D, Wu G. Scalable Joint Segmentation and Registration Framework for Infant Brain Images. Neurocomputing. 229: 54-62. PMID 29416227 DOI: 10.1016/J.Neucom.2016.05.107 |
0.501 |
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| 2017 |
Zhang J, Liu M, Wang L, Chen S, Yuan P, Li J, Shen SG, Tang Z, Chen KC, Xia JJ, Shen D. Joint Craniomaxillofacial Bone Segmentation and Landmark Digitization by Context-Guided Fully Convolutional Networks. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10434: 720-728. PMID 29376150 DOI: 10.1007/978-3-319-66185-8_81 |
0.303 |
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| 2017 |
Dong P, Cao X, Zhang J, Kim M, Wu G, Shen D. Efficient Groupwise Registration for Brain MRI by Fast Initialization. Machine Learning in Medical Imaging. Mlmi (Workshop). 10541: 150-158. PMID 29276808 DOI: 10.1007/978-3-319-67389-9_18 |
0.303 |
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| 2017 |
Zhao Y, Zhang S, Chen H, Zhang W, Jinglei L, Jiang X, Shen D, Liu T. A Novel Framework for Groupwise Registration of fMRI Images based on Common Functional Networks. Proceedings. Ieee International Symposium On Biomedical Imaging. 2017: 485-489. PMID 29276573 DOI: 10.1109/ISBI.2017.7950566 |
0.346 |
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| 2017 |
Li Y, Liu J, Luo M, Li K, Yap PT, Kim M, Wee CY, Shen D. Structural Connectivity Guided Sparse Effective Connectivity for MCI Identification. Machine Learning in Medical Imaging. Mlmi (Workshop). 10541: 299-306. PMID 29270583 DOI: 10.1007/978-3-319-67389-9_35 |
0.331 |
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| 2017 |
Cao X, Yang J, Zhang J, Nie D, Kim MJ, Wang Q, Shen D. Deformable Image Registration based on Similarity-Steered CNN Regression. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 300-308. PMID 29250613 DOI: 10.1007/978-3-319-66182-7_35 |
0.324 |
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| 2017 |
Sanroma G, Benkarim OM, Piella G, Camara O, Wu G, Shen D, Gispert JD, Molinuevo JL, González Ballester MA. Learning non-linear patch embeddings with neural networks for label fusion. Medical Image Analysis. 44: 143-155. PMID 29247877 DOI: 10.1016/J.Media.2017.11.013 |
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| 2017 |
Zhou Y, Yap PT, Zhang H, Zhang L, Feng Q, Shen D. Improving Functional MRI Registration Using Whole-Brain Functional Correlation Tensors. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 416-423. PMID 29226283 DOI: 10.1007/978-3-319-66182-7_48 |
0.333 |
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| 2017 |
Xiang L, Qiao Y, Nie D, An L, Wang Q, Shen D. Deep Auto-context Convolutional Neural Networks for Standard-Dose PET Image Estimation from Low-Dose PET/MRI. Neurocomputing. 267: 406-416. PMID 29217875 DOI: 10.1016/J.Neucom.2017.06.048 |
0.412 |
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| 2017 |
Wang L, Gao Y, Li G, Shi F, Lin W, Shen D. LATEST: Local AdapTivE and Sequential Training for Tissue Segmentation of Isointense Infant Brain MR Images. Medical Computer Vision and Bayesian and Graphical Models For Biomedical Imaging : Miccai 2016 International Workshops, McV and Bambi, Athens, Greece, October 21, 2016, Revised Selected Papers. McV (Workshop) (2016 : Athens, Greece). 2017: 26-34. PMID 29202135 DOI: 10.1007/978-3-319-61188-4_3 |
0.461 |
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| 2017 |
Wu Z, Guo Y, Park SH, Gao Y, Dong P, Lee SW, Shen D. Robust brain ROI segmentation by deformation regression and deformable shape model. Medical Image Analysis. 43: 198-213. PMID 29149715 DOI: 10.1016/J.Media.2017.11.001 |
0.455 |
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| 2017 |
Liu M, Zhang J, Adeli E, Shen D. Landmark-based deep multi-instance learning for brain disease diagnosis. Medical Image Analysis. 43: 157-168. PMID 29107865 DOI: 10.1016/J.Media.2017.10.005 |
0.478 |
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| 2017 |
Fang L, Zhang L, Nie D, Cao X, Bahrami K, He H, Shen D. Brain Image Labeling Using Multi-atlas Guided 3D Fully Convolutional Networks. Patch-Based Techniques in Medical Imaging : Third International Workshop, Patch-Mi 2017, Held in Conjunction With Miccai 2017, Quebec City, Qc, Canada, September 14, 2017, Proceedings. Patch-Mi (Workshop) (3rd : 2017 : Quebec, Quebec). 10530: 12-19. PMID 29104969 DOI: 10.1007/978-3-319-67434-6_2 |
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| 2017 |
Zhang J, Zhang L, Xiang L, Shao Y, Wu G, Zhou X, Shen D, Wang Q. Brain Atlas Fusion from High-Thickness Diagnostic Magnetic Resonance Images by Learning-Based Super-Resolution. Pattern Recognition. 63: 531-541. PMID 29062159 DOI: 10.1016/J.Patcog.2016.09.019 |
0.452 |
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| 2017 |
Lu J, Zhang H, Hameed NUF, Zhang J, Yuan S, Qiu T, Shen D, Wu J. An automated method for identifying an independent component analysis-based language-related resting-state network in brain tumor subjects for surgical planning. Scientific Reports. 7: 13769. PMID 29062010 DOI: 10.1038/S41598-017-14248-5 |
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| 2017 |
Ding Z, Zhang H, Lv XF, Xie F, Liu L, Qiu S, Li L, Shen D. Radiation-induced brain structural and functional abnormalities in presymptomatic phase and outcome prediction. Human Brain Mapping. PMID 29058342 DOI: 10.1002/Hbm.23852 |
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| 2017 |
Yang Z, Chen G, Shen D, Yap PT. Robust Fusion of Diffusion MRI Data for Template Construction. Scientific Reports. 7: 12950. PMID 29021588 DOI: 10.1038/S41598-017-13247-W |
0.38 |
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| 2017 |
Wu Z, Gao Y, Shi F, Ma G, Jewells V, Shen D. Segmenting hippocampal subfields from 3T MRI with multi-modality images. Medical Image Analysis. 43: 10-22. PMID 28961451 DOI: 10.1016/J.Media.2017.09.006 |
0.55 |
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| 2017 |
Li W, Wang Z, Zhang L, Qiao L, Shen D. Remodeling Pearson's Correlation for Functional Brain Network Estimation and Autism Spectrum Disorder Identification. Frontiers in Neuroinformatics. 11: 55. PMID 28912708 DOI: 10.3389/Fninf.2017.00055 |
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| 2017 |
Wei L, Cao X, Wang Z, Gao Y, Hu S, Wang L, Wu G, Shen D. Learning-based Deformable Registration for Infant MRI by Integrating Random Forest with Auto-Context Model. Medical Physics. PMID 28902466 DOI: 10.1002/Mp.12578 |
0.466 |
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| 2017 |
Lian J, Zheng Y, Duan P, Jiao W, Zhao B, Ren Y, Shen D. Measuring Spectral Inconsistency of Multispectral Images for Detection and Segmentation of Retinal Degenerative Changes. Scientific Reports. 7: 11288. PMID 28900264 DOI: 10.1038/S41598-017-11730-Y |
0.406 |
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| 2017 |
Munsell BC, Wu G, Fridriksson J, Thayer K, Mofrad N, Desisto N, Shen D, Bonilha L. Relationship between neuronal network architecture and naming performance in temporal lobe epilepsy: A connectome based approach using machine learning. Brain and Language. PMID 28899551 DOI: 10.1016/J.Bandl.2017.08.006 |
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| 2017 |
Zhang H, Chen X, Zhang Y, Shen D. Test-Retest Reliability of "High-Order" Functional Connectivity in Young Healthy Adults. Frontiers in Neuroscience. 11: 439. PMID 28824362 DOI: 10.3389/Fnins.2017.00439 |
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| 2017 |
Hou Y, Park SH, Wang Q, Zhang J, Zong X, Lin W, Shen D. Enhancement of Perivascular Spaces in 7 T MR Image using Haar Transform of Non-local Cubes and Block-matching Filtering. Scientific Reports. 7: 8569. PMID 28819140 DOI: 10.1038/S41598-017-09336-5 |
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| 2017 |
Liu M, Gao Y, Yap PT, Shen D. Multi-Hypergraph Learning for Incomplete Multi-Modality Data. Ieee Journal of Biomedical and Health Informatics. PMID 28749360 DOI: 10.1109/Jbhi.2017.2732287 |
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| 2017 |
Zhang Y, Zhang H, Chen X, Lee SW, Shen D. Hybrid High-order Functional Connectivity Networks Using Resting-state Functional MRI for Mild Cognitive Impairment Diagnosis. Scientific Reports. 7: 6530. PMID 28747782 DOI: 10.1038/S41598-017-06509-0 |
0.402 |
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| 2017 |
Chen H, Li Y, Ge F, Li G, Shen D, Liu T. Gyral net: A new representation of cortical folding organization. Medical Image Analysis. 42: 14-25. PMID 28732269 DOI: 10.1016/J.Media.2017.07.001 |
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| 2017 |
Zhang L, Zhang H, Chen X, Wang Q, Yap PT, Shen D. Learning-based structurally-guided construction of resting-state functional correlation tensors. Magnetic Resonance Imaging. PMID 28729016 DOI: 10.1016/J.Mri.2017.07.008 |
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| 2017 |
Zhang J, Liu M, Shen D. Detecting Anatomical Landmarks from Limited Medical Imaging Data using Two-Stage Task-Oriented Deep Neural Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28678706 DOI: 10.1109/Tip.2017.2721106 |
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| 2017 |
Chen X, Zhang H, Zhang L, Shen C, Lee SW, Shen D. Extraction of dynamic functional connectivity from brain grey matter and white matter for MCI classification. Human Brain Mapping. PMID 28665045 DOI: 10.1002/Hbm.23711 |
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| 2017 |
Zhu X, Suk HI, Lee SW, Shen D. Discriminative self-representation sparse regression for neuroimaging-based alzheimer's disease diagnosis. Brain Imaging and Behavior. PMID 28624881 DOI: 10.1007/S11682-017-9731-X |
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| 2017 |
Zhang S, Zhao Y, Jiang X, Shen D, Liu T. Joint representation of consistent structural and functional profiles for identification of common cortical landmarks. Brain Imaging and Behavior. PMID 28597338 DOI: 10.1007/S11682-017-9736-5 |
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| 2017 |
Chen X, Zhang H, Lee SW, Shen D. Hierarchical High-Order Functional Connectivity Networks and Selective Feature Fusion for MCI Classification. Neuroinformatics. PMID 28555371 DOI: 10.1007/S12021-017-9330-4 |
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| 2017 |
Zhang J, Liu M, An L, Gao Y, Shen D. Alzheimer's Disease Diagnosis using Landmark-based Features from Longitudinal Structural MR Images. Ieee Journal of Biomedical and Health Informatics. PMID 28534798 DOI: 10.1109/Jbhi.2017.2704614 |
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| 2017 |
Cao X, Yang J, Gao Y, Guo Y, Wu G, Shen D. Dual-core steered non-rigid registration for multi-modal images via bi-directional image synthesis. Medical Image Analysis. PMID 28533050 DOI: 10.1016/J.Media.2017.05.004 |
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| 2017 |
Chen Y, Yu J, Niu Y, Qin D, Liu H, Li G, Hu Y, Wang J, Lu Y, Kang Y, Jiang Y, Wu K, Li S, Wei J, He J, ... ... Shen D, et al. Modeling Rett Syndrome Using TALEN-Edited MECP2 Mutant Cynomolgus Monkeys. Cell. 169: 945-955.e10. PMID 28525759 DOI: 10.1016/J.Cell.2017.04.035 |
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| 2017 |
Zhang J, Gao Y, Park SH, Zong X, Lin W, Shen D. Structured Learning for 3D Perivascular Spaces Segmentation Using Vascular Features. Ieee Transactions On Bio-Medical Engineering. PMID 28362579 DOI: 10.1109/Tbme.2016.2638918 |
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| 2017 |
An L, Adeli E, Liu M, Zhang J, Lee SW, Shen D. A Hierarchical Feature and Sample Selection Framework and Its Application for Alzheimer's Disease Diagnosis. Scientific Reports. 7: 45269. PMID 28358032 DOI: 10.1038/Srep45269 |
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| 2017 |
Wang J, Wang Q, Peng J, Nie D, Zhao F, Kim M, Zhang H, Wee CY, Wang S, Shen D. Multi-task diagnosis for autism spectrum disorders using multi-modality features: A multi-center study. Human Brain Mapping. PMID 28345269 DOI: 10.1002/Hbm.23575 |
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| 2017 |
Saghafi B, Kim J, Chen G, Shi F, Lin W, Yap PT, Shen D. Spatio-angular consistent construction of neonatal diffusion MRI atlases. Human Brain Mapping. PMID 28345171 DOI: 10.1002/Hbm.23583 |
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| 2017 |
Shen D, Wu G, Suk HI. Deep Learning in Medical Image Analysis. Annual Review of Biomedical Engineering. PMID 28301734 DOI: 10.1146/Annurev-Bioeng-071516-044442 |
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| 2017 |
Yang Z, Shen D, Yap PT. Image mosaicking using SURF features of line segments. Plos One. 12: e0173627. PMID 28296919 DOI: 10.1371/Journal.Pone.0173627 |
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| 2017 |
Meng Y, Li G, Rekik I, Zhang H, Gao Y, Lin W, Shen D. Can we predict subject-specific dynamic cortical thickness maps during infancy from birth? Human Brain Mapping. PMID 28295833 DOI: 10.1002/Hbm.23555 |
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| 2017 |
Rekik I, Li G, Yap PT, Chen G, Lin W, Shen D. Joint Prediction of Longitudinal Development of Cortical Surfaces and White Matter Fibers from Neonatal MRI. Neuroimage. PMID 28284800 DOI: 10.1016/J.Neuroimage.2017.03.012 |
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| 2017 |
Yin Q, Hung SC, Wang L, Lin W, Fielding JR, Rathmell WK, Khandani AH, Woods ME, Milowsky MI, Brooks SA, Wallen EM, Shen D. Associations between Tumor Vascularity, Vascular Endothelial Growth Factor Expression and PET/MRI Radiomic Signatures in Primary Clear-Cell-Renal-Cell-Carcinoma: Proof-of-Concept Study. Scientific Reports. 7: 43356. PMID 28256615 DOI: 10.1038/Srep43356 |
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| 2017 |
Jiang W, Shi F, Liu H, Li G, Ding Z, Shen H, Shen C, Lee SW, Hu D, Wang W, Shen D. Reduced White Matter Integrity in Antisocial Personality Disorder: A Diffusion Tensor Imaging Study. Scientific Reports. 7: 43002. PMID 28223713 DOI: 10.1038/Srep43002 |
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| 2017 |
Bahrami K, Shi F, Rekik I, Gao Y, Shen D. 7T-Guided Super-Resolution of 3T MRI. Medical Physics. PMID 28177548 DOI: 10.1002/Mp.12132 |
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| 2017 |
Suk HI, Lee SW, Shen D. Deep ensemble learning of sparse regression models for brain disease diagnosis. Medical Image Analysis. 37: 101-113. PMID 28167394 DOI: 10.1016/J.Media.2017.01.008 |
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| 2017 |
Yu R, Zhang H, An L, Chen X, Wei Z, Shen D. Connectivity strength-weighted sparse group representation-based brain network construction for MCI classification. Human Brain Mapping. PMID 28150897 DOI: 10.1002/Hbm.23524 |
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| 2017 |
Zhang L, Wang Q, Gao Y, Wu G, Shen D. Concatenated Spatially-localized Random Forests for Hippocampus Labeling in Adult and Infant MR Brain Images. Neurocomputing. 229: 3-12. PMID 28133417 DOI: 10.1016/J.Neucom.2016.05.082 |
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| 2017 |
Adeli E, Wu G, Saghafi B, An L, Shi F, Shen D. Kernel-based Joint Feature Selection and Max-Margin Classification for Early Diagnosis of Parkinson's Disease. Scientific Reports. 7: 41069. PMID 28120883 DOI: 10.1038/Srep41069 |
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| 2017 |
Zhu Y, Wang L, Liu M, Qian C, Yousuf A, Oto A, Shen D. MRI Based Prostate Cancer Detection with High-level Representation and Hierarchical Classification. Medical Physics. PMID 28107548 DOI: 10.1002/Mp.12116 |
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| 2017 |
Hu S, Wei L, Gao Y, Guo Y, Wu G, Shen D. Learning-based deformable image registration for infant MR images in the first year of life. Medical Physics. 44: 158-170. PMID 28102945 DOI: 10.1002/Mp.12007 |
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| 2017 |
Zu C, Wang Z, Zhang D, Liang P, Shi Y, Shen D, Wu G. Robust multi-atlas label propagation by deep sparse representation. Pattern Recognition. 63: 511-517. PMID 27942077 DOI: 10.1016/J.Patcog.2016.09.028 |
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| 2017 |
Ni D, Ji X, Wu M, Wang W, Deng X, Hu Z, Wang T, Shen D, Cheng J, Wang H. Automatic cystocele severity grading in transperineal ultrasound by random forest regression Pattern Recognition. 63: 551-560. DOI: 10.1016/J.Patcog.2016.09.033 |
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| 2016 |
Wang L, Guo Y, Cao X, Wu G, Shen D. Consistent Multi-Atlas Hippocampus Segmentation for Longitudinal MR Brain Images with Temporal Sparse Representation. Patch-Based Techniques in Medical Imaging : Second International Workshop, Patch-Mi 2016, Held in Conjunction With Miccai 2016, Athens, Greece, October 17, 2016 : Proceedings. Patch-Mi (Workshop) (2nd : 2016 : Athens, Greece). 9993: 34-42. PMID 30294728 DOI: 10.1007/978-3-319-47118-1_5 |
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| 2016 |
Guo Y, Dong P, Hao S, Wang L, Wu G, Shen D. Automatic Segmentation of Hippocampus for Longitudinal Infant Brain MR Image Sequence by Spatial-Temporal Hypergraph Learning. Patch-Based Techniques in Medical Imaging : Second International Workshop, Patch-Mi 2016, Held in Conjunction With Miccai 2016, Athens, Greece, October 17, 2016 : Proceedings. Patch-Mi (Workshop) (2nd : 2016 : Athens, Greece). 9993: 1-8. PMID 30246179 DOI: 10.1007/978-3-319-47118-1_1 |
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| 2016 |
Dong P, Guo Y, Gao Y, Liang P, Shi Y, Wang Q, Shen D, Wu G. Multi-Atlas Based Segmentation of Brainstem Nuclei from MR Images by Deep Hyper-Graph Learning. Patch-Based Techniques in Medical Imaging : Second International Workshop, Patch-Mi 2016, Held in Conjunction With Miccai 2016, Athens, Greece, October 17, 2016 : Proceedings. Patch-Mi (Workshop) (2nd : 2016 : Athens, Greece). 9993: 51-59. PMID 29594262 DOI: 10.1007/978-3-319-47118-1_7 |
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| 2016 |
Nie D, Cao X, Gao Y, Wang L, Shen D. Estimating CT Image from MRI Data Using 3D Fully Convolutional Networks. Deep Learning and Data Labeling For Medical Applications : First International Workshop, Labels 2016, and Second International Workshop, Dlmia 2016, Held in Conjunction With Miccai 2016, Athens, Greece, October 21, 2016, Proceedings. La.... 2016: 170-178. PMID 29075680 DOI: 10.1007/978-3-319-46976-8_18 |
0.355 |
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| 2016 |
Zhang J, Liu M, An L, Gao Y, Shen D. Landmark-Based Alzheimer's Disease Diagnosis Using Longitudinal Structural MR Images. Bayesian and Graphical Models For Biomedical Imaging : First International Workshop, Bambi 2014, Cambridge, Ma, Usa, September 18, 2014, Revised Selected Papers. Bambi (Workshop) 2014 : Cambridge, Mass.). 10081: 35-45. PMID 28936489 DOI: 10.1007/978-3-319-61188-4_4 |
0.341 |
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| 2016 |
Wu Z, Gao Y, Shi F, Jewells V, Shen D. Automatic Hippocampal Subfield Segmentation from 3T Multi-modality Images. Machine Learning in Medical Imaging. Mlmi (Workshop). 10019: 229-236. PMID 28603791 DOI: 10.1007/978-3-319-47157-0_28 |
0.403 |
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| 2016 |
Kim M, Wu G, Rekik I, Shen D. Dual-Layer Groupwise Registration for Consistent Labeling of Longitudinal Brain Images. Machine Learning in Medical Imaging. Mlmi (Workshop). 10019: 69-76. PMID 28603790 DOI: 10.1007/978-3-319-47157-0_9 |
0.35 |
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| 2016 |
Peng J, An L, Zhu X, Jin Y, Shen D. Structured Sparse Kernel Learning for Imaging Genetics Based Alzheimer's Disease Diagnosis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9901: 70-78. PMID 28580458 DOI: 10.1007/978-3-319-46723-8_9 |
0.327 |
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| 2016 |
Hao S, Li G, Wang L, Meng Y, Shen D. Learning-Based Topological Correction for Infant Cortical Surfaces. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9900: 219-227. PMID 28251192 DOI: 10.1007/978-3-319-46720-7_26 |
0.377 |
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| 2016 |
Meng Y, Li G, Wang L, Lin W, Gilmore JH, Shen D. Discovering Cortical Folding Patterns in Neonatal Cortical Surfaces Using Large-Scale Dataset. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9900: 10-18. PMID 28229131 DOI: 10.1007/978-3-319-46720-7_2 |
0.322 |
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| 2016 |
Bahrami K, Rekik I, Shi F, Gao Y, Shen D. 7T-Guided Learning Framework for Improving the Segmentation of 3T MR Images. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9901: 572-580. PMID 28149968 DOI: 10.1007/978-3-319-46723-8_66 |
0.465 |
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| 2016 |
Nie D, Zhang H, Adeli E, Liu L, Shen D. 3D Deep Learning for Multi-modal Imaging-Guided Survival Time Prediction of Brain Tumor Patients. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9901: 212-220. PMID 28149967 DOI: 10.1007/978-3-319-46723-8_25 |
0.317 |
|
| 2016 |
Yu R, Deng M, Yap PT, Wei Z, Wang L, Shen D. Learning-Based 3T Brain MRI Segmentation with Guidance from 7T MRI Labeling. Machine Learning in Medical Imaging. Mlmi (Workshop). 10019: 213-220. PMID 28090600 DOI: 10.1007/978-3-319-47157-0_26 |
0.401 |
|
| 2016 |
Saghafi B, Chen G, Shi F, Yap PT, Shen D. Construction of Neonatal Diffusion Atlases via Spatio-Angular Consistency. Patch-Based Techniques in Medical Imaging : Second International Workshop, Patch-Mi 2016, Held in Conjunction With Miccai 2016, Athens, Greece, October 17, 2016, Proceedings. Patch-Mi (Workshop) (2nd : 2016 : Athens, Greece). 9993: 9-16. PMID 28070568 DOI: 10.1007/978-3-319-47118-1_2 |
0.509 |
|
| 2016 |
Deng M, Yu R, Wang L, Shi F, Yap PT, Shen D. Learning-based 3T brain MRI segmentation with guidance from 7T MRI labeling. Medical Physics. 43: 6588-6597. PMID 28054724 DOI: 10.1118/1.4967487 |
0.593 |
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| 2016 |
Cheng B, Liu M, Shen D, Li Z, Zhang D. Multi-Domain Transfer Learning for Early Diagnosis of Alzheimer's Disease. Neuroinformatics. PMID 27928657 DOI: 10.1007/S12021-016-9318-5 |
0.325 |
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| 2016 |
Song Y, Wu G, Bahrami K, Sun Q, Shen D. Progressive multi-atlas label fusion by dictionary evolution. Medical Image Analysis. 36: 162-171. PMID 27914302 DOI: 10.1016/J.Media.2016.11.005 |
0.385 |
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| 2016 |
Kim JC, Wang L, Shen D, Lin W. Biomechanical Analysis of Normal Brain Development during the First Year of Life Using Finite Strain Theory. Scientific Reports. 6: 37666. PMID 27910866 DOI: 10.1038/Srep37666 |
0.398 |
|
| 2016 |
Deng M, Yu R, Wang L, Shi F, Yap PT, Shen D. Learning-based 3T brain MRI segmentation with guidance from 7T MRI labeling. Medical Physics. 43: 6588. PMID 27908163 DOI: 10.1118/1.4967487 |
0.54 |
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| 2016 |
Liu M, Zhang J, Yap PT, Shen D. View-aligned hypergraph learning for Alzheimer's disease diagnosis with incomplete multi-modality data. Medical Image Analysis. 36: 123-134. PMID 27898305 DOI: 10.1016/J.Media.2016.11.002 |
0.38 |
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| 2016 |
Chen G, Zhang P, Li K, Wee CY, Wu Y, Shen D, Yap PT. Improving Estimation of Fiber Orientations in Diffusion MRI Using Inter-Subject Information Sharing. Scientific Reports. 6: 37847. PMID 27892534 DOI: 10.1038/Srep37847 |
0.356 |
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| 2016 |
Rekik I, Li G, Lin W, Shen D. Erratum to "Predicting Infant Cortical Surface Development Using a 4D Varifold-based Learning Framework and Local Topography-based Shape Morphing" [Med. Image Anal. 28 (2016)1-12]. Medical Image Analysis. 36: 1. PMID 27788448 DOI: 10.1016/J.Media.2016.10.006 |
0.368 |
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| 2016 |
Chen Y, Dhar R, Heitsch L, Ford A, Fernandez-Cadenas I, Carrera C, Montaner J, Lin W, Shen D, An H, Lee JM. Automated quantification of cerebral edema following hemispheric infarction: Application of a machine-learning algorithm to evaluate CSF shifts on serial head CTs. Neuroimage. Clinical. 12: 673-680. PMID 27761398 DOI: 10.1016/J.Nicl.2016.09.018 |
0.334 |
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| 2016 |
Nie D, Wang L, Gao Y, Shen D. FULLY CONVOLUTIONAL NETWORKS FOR MULTI-MODALITY ISOINTENSE INFANT BRAIN IMAGE SEGMENTATION. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2016: 1342-1345. PMID 27668065 DOI: 10.1109/ISBI.2016.7493515 |
0.419 |
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| 2016 |
Jiang W, Li G, Liu H, Shi F, Wang T, Shen C, Shen H, Hu D, Wang W, Shen D. Reduced Cortical Thickness and Increased Surface Area in Antisocial Personality Disorder. Neuroscience. PMID 27600947 DOI: 10.1016/J.Neuroscience.2016.08.052 |
0.46 |
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| 2016 |
Zhang H, Chen X, Shi F, Li G, Kim M, Giannakopoulos P, Haller S, Shen D. Topographical Information-Based High-Order Functional Connectivity and Its Application in Abnormality Detection for Mild Cognitive Impairment. Journal of Alzheimer's Disease : Jad. PMID 27567817 DOI: 10.3233/Jad-160092 |
0.491 |
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| 2016 |
Jiang W, Shi F, Liao J, Liu H, Wang T, Shen C, Shen H, Hu D, Wang W, Shen D. Disrupted functional connectome in antisocial personality disorder. Brain Imaging and Behavior. PMID 27541949 DOI: 10.1007/S11682-016-9572-Z |
0.482 |
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| 2016 |
Zhao F, Qiao L, Shi F, Yap PT, Shen D. Feature fusion via hierarchical supervised local CCA for diagnosis of autism spectrum disorder. Brain Imaging and Behavior. PMID 27535871 DOI: 10.1007/S11682-016-9587-5 |
0.51 |
|
| 2016 |
Huang L, Jin Y, Gao Y, Thung KH, Shen D. Longitudinal clinical score prediction in Alzheimer's disease with soft-split sparse regression based random forest. Neurobiology of Aging. 46: 180-191. PMID 27500865 DOI: 10.1016/J.Neurobiolaging.2016.07.005 |
0.315 |
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| 2016 |
Qiao L, Zhang H, Kim M, Teng S, Zhang L, Shen D. Estimating functional brain networks by incorporating a modularity prior. Neuroimage. PMID 27485752 DOI: 10.1016/J.Neuroimage.2016.07.058 |
0.413 |
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| 2016 |
Wu H, Chen G, Jin Y, Shen D, Yap PT. Embarrassingly Parallel Acceleration of Global Tractography via Dynamic Domain Partitioning. Frontiers in Neuroinformatics. 10: 25. PMID 27468263 DOI: 10.3389/Fninf.2016.00025 |
0.331 |
|
| 2016 |
Zhang Y, Shi F, Wu G, Wang L, Yap PT, Shen D. Consistent Spatial-Temporal Longitudinal Atlas Construction for Developing Infant Brains. Ieee Transactions On Medical Imaging. PMID 27392345 DOI: 10.1109/Tmi.2016.2587628 |
0.559 |
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| 2016 |
Meng Y, Li G, Gao Y, Lin W, Shen D. Learning-based subject-specific estimation of dynamic maps of cortical morphology at missing time points in longitudinal infant studies. Human Brain Mapping. PMID 27380969 DOI: 10.1002/Hbm.23301 |
0.372 |
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| 2016 |
Zhang J, Gao Y, Gao Y, Munsell B, Shen D. Detecting Anatomical Landmarks for Fast Alzheimer's Disease Diagnosis. Ieee Transactions On Medical Imaging. PMID 27333602 DOI: 10.1109/Tmi.2016.2582386 |
0.395 |
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| 2016 |
Chen G, Liu Y, Shen D, Kosorok MR. Composite large margin classifiers with latent subclasses for heterogeneous biomedical data. Statistical Analysis and Data Mining. 9: 75-88. PMID 27326311 DOI: 10.1002/Sam.11300 |
0.315 |
|
| 2016 |
Adeli E, Shi F, An L, Wee CY, Wu G, Wang T, Shen D. Joint feature-sample selection and robust diagnosis of Parkinson's disease from MRI data. Neuroimage. PMID 27296013 DOI: 10.1016/J.Neuroimage.2016.05.054 |
0.476 |
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| 2016 |
Wang T, Shi F, Jin Y, Jiang W, Shen D, Xiao S. Abnormal Changes of Brain Cortical Anatomy and the Association with Plasma MicroRNA107 Level in Amnestic Mild Cognitive Impairment. Frontiers in Aging Neuroscience. 8: 112. PMID 27242521 DOI: 10.3389/Fnagi.2016.00112 |
0.448 |
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| 2016 |
Zhang P, Wu G, Gao Y, Yap PT, Shen D. A dynamic tree-based registration could handle possible large deformations among MR brain images. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 52: 1-7. PMID 27235894 DOI: 10.1016/J.Compmedimag.2016.04.005 |
0.447 |
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| 2016 |
An L, Zhang P, Adeli-M E, Wang Y, Ma G, Shi F, Lalush D, Lin W, Shen D. Multi-level Canonical Correlation Analysis for Standard-dose PET Image Estimation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 27187957 DOI: 10.1109/Tip.2016.2567072 |
0.499 |
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| 2016 |
Wang Y, Ma G, An L, Shi F, Zhang P, Wu X, Zhou J, Shen D. Semi-Supervised Tripled Dictionary Learning for Standard-dose PET Image Prediction using Low-dose PET and Multimodal MRI. Ieee Transactions On Bio-Medical Engineering. PMID 27187939 DOI: 10.1109/Tbme.2016.2564440 |
0.454 |
|
| 2016 |
Chen X, Zhang H, Gao Y, Wee CY, Li G, Shen D. High-order resting-state functional connectivity network for MCI classification. Human Brain Mapping. PMID 27144538 DOI: 10.1002/Hbm.23240 |
0.391 |
|
| 2016 |
Rekik I, Li G, Lin W, Shen D. Multidirectional and Topography-based Dynamic-scale Varifold Representations with Application to Matching Developing Cortical Surfaces. Neuroimage. PMID 27138207 DOI: 10.1016/J.Neuroimage.2016.04.037 |
0.313 |
|
| 2016 |
Jie B, Liu M, Liu J, Zhang D, Shen D. Temporally-Constrained Group Sparse Learning for Longitudinal Data Analysis in Alzheimer's Disease. Ieee Transactions On Bio-Medical Engineering. PMID 27093313 DOI: 10.1109/Tbme.2016.2553663 |
0.414 |
|
| 2016 |
Cheng JZ, Ni D, Chou YH, Qin J, Tiu CM, Chang YC, Huang CS, Shen D, Chen CM. Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans. Scientific Reports. 6: 24454. PMID 27079888 DOI: 10.1038/Srep24454 |
0.387 |
|
| 2016 |
Jie B, Wee CY, Shen D, Zhang D. Hyper-connectivity of functional networks for brain disease diagnosis. Medical Image Analysis. 32: 84-100. PMID 27060621 DOI: 10.1016/J.Media.2016.03.003 |
0.406 |
|
| 2016 |
Qian C, Wang L, Gao Y, Yousuf A, Yang X, Oto A, Shen D. In vivo MRI based prostate cancer localization with random forests and auto-context model. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. PMID 27048995 DOI: 10.1016/J.Compmedimag.2016.02.001 |
0.363 |
|
| 2016 |
Bahrami K, Shi F, Zong X, Won Shin H, An H, Shen D. Reconstruction of 7T-like Images from 3T MRI. Ieee Transactions On Medical Imaging. PMID 27046894 DOI: 10.1109/Tmi.2016.2549918 |
0.511 |
|
| 2016 |
Park SH, Zong X, Gao Y, Lin W, Shen D. Segmentation of Perivascular Spaces in 7T MR Image using Auto-Context Model with Orientation-Normalized Features. Neuroimage. PMID 27046107 DOI: 10.1016/J.Neuroimage.2016.03.076 |
0.507 |
|
| 2016 |
Zhang Y, Shi F, Yap PT, Shen D. Detail-preserving construction of neonatal brain atlases in space-frequency domain. Human Brain Mapping. PMID 26987787 DOI: 10.1002/Hbm.23160 |
0.536 |
|
| 2016 |
Li Z, Suk HI, Shen D, Li L. Sparse Multi-Response Tensor Regression for Alzheimer's Disease Study with Multivariate Clinical Assessments. Ieee Transactions On Medical Imaging. PMID 26960221 DOI: 10.1109/Tmi.2016.2538289 |
0.35 |
|
| 2016 |
Chen G, Zhang P, Wu Y, Shen D, Yap PT. Denoising Magnetic Resonance Images Using Collaborative Non-Local Means. Neurocomputing. 177: 215-227. PMID 26949289 DOI: 10.1016/J.Neucom.2015.11.031 |
0.434 |
|
| 2016 |
Zhang L, Wang Q, Gao Y, Wu G, Shen D. Automatic labeling of MR brain images by hierarchical learning of atlas forests. Medical Physics. 43: 1175. PMID 26936703 DOI: 10.1118/1.4941011 |
0.421 |
|
| 2016 |
Wang T, Shi F, Jin Y, Yap PT, Wee CY, Zhang J, Yang C, Li X, Xiao S, Shen D. Multilevel Deficiency of White Matter Connectivity Networks in Alzheimer's Disease: A Diffusion MRI Study with DTI and HARDI Models. Neural Plasticity. 2016: 2947136. PMID 26881100 DOI: 10.1155/2016/2947136 |
0.491 |
|
| 2016 |
Geng X, Li G, Lu Z, Gao W, Wang L, Shen D, Zhu H, Gilmore JH. Structural and Maturational Covariance in Early Childhood Brain Development. Cerebral Cortex (New York, N.Y. : 1991). PMID 26874184 DOI: 10.1093/Cercor/Bhw022 |
0.358 |
|
| 2016 |
Ma G, Gao Y, Wu G, Wu L, Shen D. Nonlocal atlas-guided multi-channel forest learning for human brain labeling. Medical Physics. 43: 1003. PMID 26843260 DOI: 10.1118/1.4940399 |
0.459 |
|
| 2016 |
Wee CY, Yap PT, Shen D. Diagnosis of Autism Spectrum Disorders Using Temporally Distinct Resting-State Functional Connectivity Networks. Cns Neuroscience & Therapeutics. PMID 26821773 DOI: 10.1111/Cns.12499 |
0.364 |
|
| 2016 |
Gao Y, Shao Y, Lian J, Wang A, Chen R, Shen D. Accurate Segmentation of CT Male Pelvic Organs via Regression-based Deformable Models and Multi-task Random Forests. Ieee Transactions On Medical Imaging. PMID 26800531 DOI: 10.1109/Tmi.2016.2519264 |
0.399 |
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| 2016 |
Wu G, Peng X, Ying S, Wang Q, Yap PT, Shen D, Shen D. eHUGS: Enhanced Hierarchical Unbiased Graph Shrinkage for Efficient Groupwise Registration. Plos One. 11: e0146870. PMID 26800361 DOI: 10.1371/Journal.Pone.0146870 |
0.419 |
|
| 2016 |
Suk HI, Wee CY, Lee SW, Shen D. State-Space Model with Deep Learning for Functional Dynamics Estimation in Resting-State fMRI. Neuroimage. PMID 26774612 DOI: 10.1016/J.Neuroimage.2016.01.005 |
0.381 |
|
| 2016 |
Shi Y, Gao Y, Liao S, Zhang D, Gao Y, Shen D. A Learning-Based CT Prostate Segmentation Method via Joint Transductive Feature Selection and Regression. Neurocomputing. 173: 317-331. PMID 26752809 DOI: 10.1016/J.Neucom.2014.11.098 |
0.363 |
|
| 2016 |
Wang L, Gao Y, Shi F, Li G, Chen KC, Tang Z, Xia JJ, Shen D. Automated segmentation of dental CBCT image with prior-guided sequential random forests. Medical Physics. 43: 336. PMID 26745927 DOI: 10.1118/1.4938267 |
0.538 |
|
| 2016 |
Liu M, Zhang D, Shen D. Relationship Induced Multi-template Learning for Diagnosis of Alzheimer's Disease and Mild Cognitive Impairment. Ieee Transactions On Medical Imaging. PMID 26742127 DOI: 10.1109/Tmi.2016.2515021 |
0.435 |
|
| 2016 |
Wang Y, Zhang P, An L, Ma G, Kang J, Shi F, Wu X, Zhou J, Lalush DS, Lin W, Shen D. Predicting standard-dose PET image from low-dose PET and multimodal MR images using mapping-based sparse representation. Physics in Medicine and Biology. 61: 791-812. PMID 26732849 DOI: 10.1088/0031-9155/61/2/791 |
0.516 |
|
| 2015 |
Chen G, Zhang P, Wu Y, Shen D, Yap PT. COLLABORATIVE NON-LOCAL MEANS DENOISING OF MAGNETIC RESONANCE IMAGES. Proceedings. Ieee International Symposium On Biomedical Imaging. 2015: 564-567. PMID 34306520 DOI: 10.1109/isbi.2015.7163936 |
0.316 |
|
| 2015 |
Huynh T, Gao Y, Kang J, Wang L, Zhang P, Shen D. Multi-source Information Gain for Random Forest: An Application to CT Image Prediction from MRI Data. Machine Learning in Medical Imaging. Mlmi (Workshop). 9352: 321-329. PMID 30506065 DOI: 10.1007/978-3-319-24888-2_39 |
0.343 |
|
| 2015 |
Dong P, Guo Y, Shen D, Wu G. Multi-Atlas and Multi-Modal Hippocampus Segmentation for Infant MR Brain Images by Propagating Anatomical Labels on Hypergraph. Patch-Based Techniques in Medical Imaging : First International Workshop, Patch-Mi 2015, Held in Conjunction With Miccai 2015, Munich, Germany, October 9, 2015, Revised Selected Papers. Patch-Mi (Workshop) (1st : 2015 : Munich, Germany). 9467: 188-196. PMID 30335869 DOI: 10.1007/978-3-319-28194-0_23 |
0.407 |
|
| 2015 |
Bahrami K, Shi F, Zong X, Shin HW, An H, Shen D. Hierarchical Reconstruction of 7T-like Images from 3T MRI Using Multi-level CCA and Group Sparsity. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9350: 659-666. PMID 30101232 DOI: 10.1007/978-3-319-24571-3_79 |
0.382 |
|
| 2015 |
Rekik I, Li G, Wu G, Lin W, Shen D. Prediction of Infant MRI Appearance and Anatomical Structure Evolution using Sparse Patch-based Metamorphosis Learning Framework. Patch-Based Techniques in Medical Imaging : First International Workshop, Patch-Mi 2015, Held in Conjunction With Miccai 2015, Munich, Germany, October 9, 2015, Revised Selected Papers. International Workshop On Patch-Based Techniques I.... 9467: 197-204. PMID 28393147 DOI: 10.1007/978-3-319-28194-0_24 |
0.366 |
|
| 2015 |
Wang L, Shi F, Gao Y, Li G, Lin W, Shen D. Isointense Infant Brain Segmentation by Stacked Kernel Canonical Correlation Analysis. Patch-Based Techniques in Medical Imaging : First International Workshop, Patch-Mi 2015, Held in Conjunction With Miccai 2015, Munich, Germany, October 9, 2015, Revised Selected Papers. International Workshop On Patch-Based Techniques I.... 9467: 28-36. PMID 28393146 DOI: 10.1007/978-3-319-28194-0_4 |
0.583 |
|
| 2015 |
Shi F, Cheng J, Wang L, Yap PT, Shen D. Super-Resolution Reconstruction of Diffusion-Weighted Images using 4D Low-Rank and Total Variation Computational Diffusion Mri : Miccai Workshop, Munich, Germany, October 9th, 2015. Cdmri (Workshop) (7th : 2015 : Munich, Germany). 2015: 15-25. PMID 27845833 DOI: 10.1007/978-3-319-28588-7_2 |
0.507 |
|
| 2015 |
Zhang Y, Shi F, Yap PT, Shen D. Space-Frequency Detail-Preserving Construction of Neonatal Brain Atlases. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9350: 255-262. PMID 27169138 DOI: 10.1007/978-3-319-24571-3_31 |
0.472 |
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| 2015 |
Guo Y, Wu G, Yap PT, Jewells V, Lin W, Shen D. Segmentation of Infant Hippocampus Using Common Feature Representations Learned for Multimodal Longitudinal Data. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9351: 63-71. PMID 27019875 DOI: 10.1007/978-3-319-24574-4_8 |
0.332 |
|
| 2015 |
Ma G, Gao Y, Wu G, Wu L, Shen D. Non-local Atlas-guided Multi-channel Forest Learning for Human Brain Labeling. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9351: 719-726. PMID 26942235 DOI: 10.1007/978-3-319-24574-4_86 |
0.303 |
|
| 2015 |
Gao Y, Wee CY, Kim M, Giannakopoulos P, Montandon ML, Haller S, Shen D. MCI Identification by Joint Learning on Multiple MRI Data. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9350: 78-85. PMID 26942232 DOI: 10.1007/978-3-319-24571-3_10 |
0.311 |
|
| 2015 |
Ge H, Wu G, Wang L, Gao Y, Shen D. Hierarchical Multi-modal Image Registration by Learning Common Feature Representations. Machine Learning in Medical Imaging. Mlmi (Workshop), Author. 9352: 203-211. PMID 26913296 DOI: 10.1007/978-3-319-24888-2_25 |
0.419 |
|
| 2015 |
Jin Y, Wee CY, Shi F, Thung KH, Yap PT, Shen D. Identification of Infants at Risk for Autism Using Multi-parameter Hierarchical White Matter Connectomes. Machine Learning in Medical Imaging. Mlmi (Workshop), Author. 9352: 170-177. PMID 26900607 DOI: 10.1007/978-3-319-24888-2_21 |
0.404 |
|
| 2015 |
Zhou L, Wang L, Liu L, Ogunbona P, Shen D. Learning Discriminative Bayesian Networks from High-dimensional Continuous Neuroimaging Data. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26731636 DOI: 10.1109/Tpami.2015.2511754 |
0.364 |
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| 2015 |
Hanson JL, Hair N, Shen DG, Shi F, Gilmore JH, Wolfe BL, Pollak SD. Correction: Family Poverty Affects the Rate of Human Infant Brain Growth. Plos One. 10: e0146434. PMID 26717239 DOI: 10.1371/Journal.Pone.0146434 |
0.33 |
|
| 2015 |
Guo Y, Gao Y, Shen D. Deformable MR Prostate Segmentation via Deep Feature Learning and Sparse Patch Matching. Ieee Transactions On Medical Imaging. PMID 26685226 DOI: 10.1109/Tmi.2015.2508280 |
0.354 |
|
| 2015 |
Zhu X, Suk HI, Wang L, Lee SW, Shen D. A novel relational regularization feature selection method for joint regression and classification in AD diagnosis. Medical Image Analysis. PMID 26674971 DOI: 10.1016/J.Media.2015.10.008 |
0.405 |
|
| 2015 |
Shi F, Cheng J, Wang L, Yap PT, Shen D. LRTV: MR Image Super-Resolution With Low-Rank and Total Variation Regularizations. Ieee Transactions On Medical Imaging. 34: 2459-2466. PMID 26641727 DOI: 10.1109/Tmi.2015.2437894 |
0.572 |
|
| 2015 |
Shi F, Cheng J, Wang L, Yap PT, Shen D. Longitudinal Guided Super-Resolution Reconstruction of Neonatal Brain MR Images. Spatio-Temporal Image Analysis For Longitudinal and Time-Series Image Data : Third International Workshop, Stia 2014, Held in Conjunction With Miccai 2014, Boston, Ma, Usa, September 18, 2014 : Revised Selected Papers / Stanley Durrlema.... 8682: 67-76. PMID 26640832 DOI: 10.1007/978-3-319-14905-9_6 |
0.541 |
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| 2015 |
Zhang J, Gao Y, Wang L, Tang Z, Xia J, Shen D. Automatic Craniomaxillofacial Landmark Digitization via Segmentation-guided Partially-joint Regression Forest Model and Multi-scale Statistical Features. Ieee Transactions On Bio-Medical Engineering. PMID 26625402 DOI: 10.1109/Tbme.2015.2503421 |
0.447 |
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| 2015 |
Rekik I, Li G, Lin W, Shen D. Predicting infant cortical surface development using a 4D varifold-based learning framework and local topography-based shape morphing. Medical Image Analysis. 28: 1-12. PMID 26619188 DOI: 10.1016/J.Media.2015.10.007 |
0.347 |
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| 2015 |
Thung KH, Wee CY, Yap PT, Shen D. Identification of progressive mild cognitive impairment patients using incomplete longitudinal MRI scans. Brain Structure & Function. PMID 26603378 DOI: 10.1007/S00429-015-1140-6 |
0.401 |
|
| 2015 |
Gao Y, Shen D. Collaborative regression-based anatomical landmark detection. Physics in Medicine and Biology. 60: 9377-9401. PMID 26579736 DOI: 10.1088/0031-9155/60/24/9377 |
0.404 |
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| 2015 |
Shen D, Zhang D, Young A, Parvin B. Machine Learning and Data Mining in Medical Imaging. Ieee Journal of Biomedical and Health Informatics. 19: 1587-8. PMID 26574616 DOI: 10.1109/Jbhi.2015.2444011 |
0.328 |
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| 2015 |
Zu C, Jie B, Liu M, Chen S, Shen D, Zhang D. Label-aligned multi-task feature learning for multimodal classification of Alzheimer's disease and mild cognitive impairment. Brain Imaging and Behavior. PMID 26572145 DOI: 10.1007/S11682-015-9480-7 |
0.411 |
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| 2015 |
Wu G, Kim MJ, Wang Q, Munsell B, Shen D. Scalable High Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning. Ieee Transactions On Bio-Medical Engineering. PMID 26552069 DOI: 10.1109/Tbme.2015.2496253 |
0.458 |
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| 2015 |
Liu M, Zhang D, Adeli-Mosabbeb E, Shen D. Inherent Structure Based Multi-view Learning with Multi-template Feature Representation for Alzheimer's Disease Diagnosis. Ieee Transactions On Bio-Medical Engineering. PMID 26540666 DOI: 10.1109/Tbme.2015.2496233 |
0.413 |
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| 2015 |
Peng Z, Li G, Shi F, Shi C, Yang Q, Chan RC, Shen D. Cortical asymmetries in unaffected siblings of patients with obsessive-compulsive disorder. Psychiatry Research. PMID 26522981 DOI: 10.1016/J.Pscychresns.2015.10.005 |
0.476 |
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| 2015 |
Zong X, Park SH, Shen D, Lin W. Visualization of perivascular spaces in the human brain at 7T: Sequence optimization and morphology characterization. Neuroimage. PMID 26520772 DOI: 10.1016/J.Neuroimage.2015.10.078 |
0.38 |
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| 2015 |
Du S, Guo Y, Sanroma G, Ni D, Wu G, Shen D. Building dynamic population graph for accurate correspondence detection. Medical Image Analysis. 26: 256-267. PMID 26519794 DOI: 10.1016/J.Media.2015.10.001 |
0.406 |
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| 2015 |
Park SH, Gao Y, Shen D. Multi-atlas based segmentation editing with interaction-guided patch selection and label fusion. Ieee Transactions On Bio-Medical Engineering. PMID 26485353 DOI: 10.1109/Tbme.2015.2491612 |
0.387 |
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| 2015 |
Yu G, Liu Y, Shen D. Graph-guided joint prediction of class label and clinical scores for the Alzheimer's disease. Brain Structure & Function. PMID 26476928 DOI: 10.1007/S00429-015-1132-6 |
0.401 |
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| 2015 |
Shi Y, Gao Y, Liao S, Zhang D, Gao Y, Shen D. Semi-Automatic Segmentation of Prostate in CT Images via Coupled Feature Representation and Spatial-Constrained Transductive Lasso. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 2286-2303. PMID 26440268 DOI: 10.1109/Tpami.2015.2424869 |
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| 2015 |
Shao Y, Gao Y, Wang Q, Yang X, Shen D. Locally-constrained boundary regression for segmentation of prostate and rectum in the planning CT images. Medical Image Analysis. PMID 26439938 DOI: 10.1016/J.Media.2015.06.007 |
0.391 |
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| 2015 |
Han D, Gao Y, Wu G, Yap PT, Shen D. Robust anatomical landmark detection with application to MR brain image registration. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. PMID 26433614 DOI: 10.1016/J.Compmedimag.2015.09.002 |
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| 2015 |
Li G, Liu T, Ni D, Lin W, Gilmore JH, Shen D. Spatiotemporal patterns of cortical fiber density in developing infants, and their relationship with cortical thickness. Human Brain Mapping. PMID 26417847 DOI: 10.1002/Hbm.23003 |
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| 2015 |
Kim M, Wu G, Guo Y, Shen D. Joint Labeling Of Multiple Regions of Interest (Rois) By Enhanced Auto Context Models. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2015: 1560-1563. PMID 26405507 DOI: 10.1109/ISBI.2015.7164176 |
0.312 |
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| 2015 |
Jin Y, Wee CY, Shi F, Thung KH, Ni D, Yap PT, Shen D. Identification of infants at high-risk for autism spectrum disorder using multiparameter multiscale white matter connectivity networks. Human Brain Mapping. PMID 26368659 DOI: 10.1002/Hbm.22957 |
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| 2015 |
Shin HW, Jewells V, Sheikh A, Zhang J, Zhu H, An H, Gao W, Shen D, Hadar E, Lin W. Initial experience in hybrid PET-MRI for evaluation of refractory focal onset epilepsy. Seizure. 31: 1-4. PMID 26362368 DOI: 10.1016/J.Seizure.2015.06.010 |
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| 2015 |
Kang J, Gao Y, Shi F, Lalush DS, Lin W, Shen D. Prediction of standard-dose brain PET image by using MRI and low-dose brain [(18)F]FDG PET images. Medical Physics. 42: 5301. PMID 26328979 DOI: 10.1118/1.4928400 |
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| 2015 |
Ye T, Zu C, Jie B, Shen D, Zhang D. Discriminative multi-task feature selection for multi-modality classification of Alzheimer's disease. Brain Imaging and Behavior. PMID 26311394 DOI: 10.1007/S11682-015-9437-X |
0.377 |
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| 2015 |
Zhu X, Suk HI, Lee SW, Shen D. Subspace Regularized Sparse Multi-Task Learning for Multi-Class Neurodegenerative Disease Identification. Ieee Transactions On Bio-Medical Engineering. PMID 26276982 DOI: 10.1109/Tbme.2015.2466616 |
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| 2015 |
Zhu X, Suk HI, Lee SW, Shen D. Canonical feature selection for joint regression and multi-class identification in Alzheimer's disease diagnosis. Brain Imaging and Behavior. PMID 26254746 DOI: 10.1007/S11682-015-9430-4 |
0.439 |
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| 2015 |
Huynh T, Gao Y, Kang J, Wang L, Zhang P, Lian J, Shen D. Estimating CT Image from MRI Data Using Structured Random Forest and Auto-context Model. Ieee Transactions On Medical Imaging. PMID 26241970 DOI: 10.1109/Tmi.2015.2461533 |
0.464 |
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| 2015 |
Wang Q, Lu L, Wu D, El-Zehiry N, Zheng Y, Shen D, Zhou KS. Automatic Segmentation of Spinal Canals in CT Images via Iterative Topology Refinement. Ieee Transactions On Medical Imaging. 34: 1694-704. PMID 26241768 DOI: 10.1109/Tmi.2015.2436693 |
0.372 |
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| 2015 |
Sanroma G, Wu G, Gao Y, Thung KH, Guo Y, Shen D. A transversal approach for patch-based label fusion via matrix completion. Medical Image Analysis. 24: 135-48. PMID 26160394 DOI: 10.1016/J.Media.2015.06.002 |
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| 2015 |
Wu Y, Wu G, Wang L, Munsell BC, Wang Q, Lin W, Feng Q, Chen W, Shen D. Hierarchical and symmetric infant image registration by robust longitudinal-example-guided correspondence detection. Medical Physics. 42: 4174. PMID 26133617 DOI: 10.1118/1.4922393 |
0.469 |
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| 2015 |
Gao Y, Lian J, Chen R, Wang A, Shen D. WE-AB-BRA-05: Fully Automatic Segmentation of Male Pelvic Organs On CT Without Manual Intervention. Medical Physics. 42: 3653. PMID 26129157 DOI: 10.1118/1.4925858 |
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| 2015 |
Wee CY, Yang S, Yap PT, Shen D. Sparse temporally dynamic resting-state functional connectivity networks for early MCI identification. Brain Imaging and Behavior. PMID 26123390 DOI: 10.1007/S11682-015-9408-2 |
0.338 |
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| 2015 |
Peng D, Shi F, Li G, Fralick D, Shen T, Qiu M, Liu J, Jiang K, Shen D, Fang Y. Correction: Surface Vulnerability of Cerebral Cortex to Major Depressive Disorder. Plos One. 10: e0128947. PMID 26121359 DOI: 10.1371/Journal.Pone.0128947 |
0.378 |
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| 2015 |
Li G, Lin W, Gilmore JH, Shen D. Spatial Patterns, Longitudinal Development, and Hemispheric Asymmetries of Cortical Thickness in Infants from Birth to 2 Years of Age. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 9150-62. PMID 26085637 DOI: 10.1523/Jneurosci.4107-14.2015 |
0.315 |
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| 2015 |
Munsell BC, Wee CY, Keller SS, Weber B, Elger C, da Silva LA, Nesland T, Styner M, Shen D, Bonilha L. Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data. Neuroimage. 118: 219-30. PMID 26054876 DOI: 10.1016/J.Neuroimage.2015.06.008 |
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| 2015 |
Suk HI, Lee SW, Shen D. Deep sparse multi-task learning for feature selection in Alzheimer's disease diagnosis. Brain Structure & Function. PMID 25993900 DOI: 10.1007/S00429-015-1059-Y |
0.367 |
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| 2015 |
Li G, Wang L, Shi F, Gilmore JH, Lin W, Shen D. Construction of 4D high-definition cortical surface atlases of infants: Methods and applications. Medical Image Analysis. PMID 25980388 DOI: 10.1016/J.Media.2015.04.005 |
0.525 |
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| 2015 |
Dai X, Gao Y, Shen D. Online updating of context-aware landmark detectors for prostate localization in daily treatment CT images. Medical Physics. 42: 2594-2606. PMID 25979051 DOI: 10.1118/1.4918755 |
0.355 |
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| 2015 |
Li F, Tran L, Thung KH, Ji S, Shen D, Li J. A Robust Deep Model for Improved Classification of AD/MCI Patients. Ieee Journal of Biomedical and Health Informatics. 19: 1610-6. PMID 25955998 DOI: 10.1109/Jbhi.2015.2429556 |
0.336 |
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| 2015 |
Wang L, Wee CY, Suk HI, Tang X, Shen D. MRI-based intelligence quotient (IQ) estimation with sparse learning. Plos One. 10: e0117295. PMID 25822851 DOI: 10.1371/Journal.Pone.0117295 |
0.354 |
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| 2015 |
Peng D, Shi F, Li G, Fralick D, Shen T, Qiu M, Liu J, Jiang K, Shen D, Fang Y. Surface vulnerability of cerebral cortex to major depressive disorder. Plos One. 10: e0120704. PMID 25793287 DOI: 10.1371/Journal.Pone.0120704 |
0.471 |
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| 2015 |
Wang L, Wee CY, Tang X, Yap PT, Shen D. Multi-task feature selection via supervised canonical graph matching for diagnosis of autism spectrum disorder. Brain Imaging and Behavior. PMID 25761828 DOI: 10.1007/S11682-015-9360-1 |
0.394 |
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| 2015 |
Cheng B, Liu M, Zhang D, Munsell BC, Shen D. Domain Transfer Learning for MCI Conversion Prediction. Ieee Transactions On Bio-Medical Engineering. 62: 1805-17. PMID 25751861 DOI: 10.1109/Tbme.2015.2404809 |
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| 2015 |
Shen D, Wu G, Zhang D, Suzuki K, Wang F, Yan P. Machine learning in medical imaging. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 41: 1-2. PMID 25727143 DOI: 10.1016/J.Compmedimag.2015.02.001 |
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| 2015 |
Cheng B, Liu M, Suk HI, Shen D, Zhang D. Multimodal manifold-regularized transfer learning for MCI conversion prediction. Brain Imaging and Behavior. PMID 25702248 DOI: 10.1007/S11682-015-9356-X |
0.319 |
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| 2015 |
Liu M, Zhang D, Shen D. View-centralized multi-atlas classification for Alzheimer's disease diagnosis. Human Brain Mapping. 36: 1847-65. PMID 25624081 DOI: 10.1002/Hbm.22741 |
0.39 |
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| 2015 |
Zhang W, Li R, Deng H, Wang L, Lin W, Ji S, Shen D. Deep convolutional neural networks for multi-modality isointense infant brain image segmentation. Neuroimage. 108: 214-24. PMID 25562829 DOI: 10.1016/J.Neuroimage.2014.12.061 |
0.503 |
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| 2015 |
Wang L, Gao Y, Shi F, Li G, Gilmore JH, Lin W, Shen D. LINKS: learning-based multi-source IntegratioN frameworK for Segmentation of infant brain images. Neuroimage. 108: 160-72. PMID 25541188 DOI: 10.1016/J.Neuroimage.2014.12.042 |
0.631 |
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| 2015 |
Chen Y, Juttukonda M, Su Y, Benzinger T, Rubin BG, Lee YZ, Lin W, Shen D, Lalush D, An H. Probabilistic Air Segmentation and Sparse Regression Estimated Pseudo CT for PET/MR Attenuation Correction. Radiology. 275: 562-9. PMID 25521778 DOI: 10.1148/Radiol.14140810 |
0.356 |
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| 2015 |
Suk HI, Wee CY, Lee SW, Shen D. Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis. Neuroinformatics. 13: 277-95. PMID 25501275 DOI: 10.1007/S12021-014-9241-6 |
0.425 |
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| 2015 |
Wang Q, Kim M, Shi Y, Wu G, Shen D. Predict brain MR image registration via sparse learning of appearance and transformation. Medical Image Analysis. 20: 61-75. PMID 25476412 DOI: 10.1016/J.Media.2014.10.007 |
0.422 |
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| 2015 |
Wu G, Kim M, Sanroma G, Wang Q, Munsell BC, Shen D. Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition. Neuroimage. 106: 34-46. PMID 25463474 DOI: 10.1016/J.Neuroimage.2014.11.025 |
0.437 |
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| 2015 |
Kim M, Wu G, Wang Q, Lee SW, Shen D. Improved image registration by sparse patch-based deformation estimation. Neuroimage. 105: 257-68. PMID 25451481 DOI: 10.1016/J.Neuroimage.2014.10.019 |
0.408 |
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| 2015 |
Jiang X, Zhang T, Zhu D, Li K, Chen H, Lv J, Hu X, Han J, Shen D, Guo L, Liu T. Anatomy-guided Dense Individualized and Common Connectivity-based Cortical Landmarks (A-DICCCOL). Ieee Transactions On Bio-Medical Engineering. 62: 1108-19. PMID 25420253 DOI: 10.1109/Tbme.2014.2369491 |
0.377 |
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| 2015 |
Jie B, Zhang D, Cheng B, Shen D. Manifold regularized multitask feature learning for multimodality disease classification. Human Brain Mapping. 36: 489-507. PMID 25277605 DOI: 10.1002/Hbm.22642 |
0.413 |
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| 2015 |
Shao Y, Gao Y, Guo Y, Shi Y, Yang X, Shen D. Hierarchical lung field segmentation with joint shape and appearance sparse learning. Ieee Transactions On Medical Imaging. 33: 1761-80. PMID 25181734 DOI: 10.1109/Tmi.2014.2305691 |
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| 2015 |
Lyall AE, Shi F, Geng X, Woolson S, Li G, Wang L, Hamer RM, Shen D, Gilmore JH. Dynamic Development of Regional Cortical Thickness and Surface Area in Early Childhood. Cerebral Cortex (New York, N.Y. : 1991). 25: 2204-12. PMID 24591525 DOI: 10.1093/Cercor/Bhu027 |
0.508 |
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| 2015 |
Suk HI, Lee SW, Shen D. Latent feature representation with stacked auto-encoder for AD/MCI diagnosis Brain Structure & Function. 220: 841-859. PMID 24363140 DOI: 10.1007/S00429-013-0687-3 |
0.364 |
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| 2015 |
Jiang X, Zhu D, Li K, Zhang T, Wang L, Shen D, Guo L, Liu T. Predictive models of resting state networks for assessment of altered functional connectivity in mild cognitive impairment. Brain Imaging and Behavior. 8: 542-57. PMID 24293138 DOI: 10.1007/S11682-013-9280-X |
0.336 |
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| 2015 |
Liu X, Zhou L, Wang L, Zhang J, Yin J, Shen D. An efficient radius-incorporated MKL algorithm for Alzheimer's disease prediction Pattern Recognition. 48: 2141-2150. DOI: 10.1016/J.Patcog.2014.12.007 |
0.331 |
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| 2014 |
Metsis V, Makedon F, Shen D, Huang H. DNA Copy Number Selection Using Robust Structured Sparsity-Inducing Norms. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 11: 168-81. PMID 26355516 DOI: 10.1109/Tcbb.2013.141 |
0.352 |
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| 2014 |
Liao S, Shen D, Chung AC. A Markov Random Field Groupwise Registration Framework for Face Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 657-669. PMID 25506109 DOI: 10.1109/Tpami.2013.141 |
0.387 |
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| 2014 |
Sanroma G, Wu G, Gao Y, Shen D. Learning-Based Atlas Selection for Multiple-Atlas Segmentation. Conference On Computer Vision and Pattern Recognition Workshops Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Workshops. 2014: 3111-3117. PMID 25485313 DOI: 10.1109/CVPR.2014.398 |
0.349 |
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| 2014 |
Park SH, Gao Y, Shi Y, Shen D. Interactive prostate segmentation using atlas-guided semi-supervised learning and adaptive feature selection. Medical Physics. 41: 111715. PMID 25370629 DOI: 10.1118/1.4898200 |
0.385 |
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| 2014 |
Zhang Z, Huang H, Shen D. Integrative analysis of multi-dimensional imaging genomics data for Alzheimer's disease prediction. Frontiers in Aging Neuroscience. 6: 260. PMID 25368574 DOI: 10.3389/Fnagi.2014.00260 |
0.389 |
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| 2014 |
Li G, Wang L, Shi F, Lyall AE, Ahn M, Peng Z, Zhu H, Lin W, Gilmore JH, Shen D. Cortical thickness and surface area in neonates at high risk for schizophrenia. Brain Structure & Function. PMID 25362539 DOI: 10.1007/S00429-014-0917-3 |
0.472 |
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| 2014 |
Ou J, Xie L, Li X, Zhu D, Terry DP, Puente AN, Jiang R, Chen Y, Wang L, Shen D, Zhang J, Miller LS, Liu T. Atomic connectomics signatures for characterization and differentiation of mild cognitive impairment. Brain Imaging and Behavior. PMID 25355371 DOI: 10.1007/S11682-014-9320-1 |
0.341 |
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| 2014 |
Han D, Gao Y, Wu G, Yap PT, Shen D. Robust anatomical landmark detection for MR brain image registration. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 186-93. PMID 25333117 DOI: 10.1007/978-3-319-10404-1_24 |
0.408 |
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| 2014 |
Li R, Zhang W, Suk HI, Wang L, Li J, Shen D, Ji S. Deep learning based imaging data completion for improved brain disease diagnosis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 305-12. PMID 25320813 DOI: 10.1007/978-3-319-10443-0_39 |
0.382 |
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| 2014 |
Li G, Wang L, Shi F, Lin W, Shen D. Constructing 4D infant cortical surface atlases based on dynamic developmental trajectories of the cortex. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 89-96. PMID 25320786 DOI: 10.1007/978-3-319-10443-0_12 |
0.44 |
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| 2014 |
Bompard L, Xu S, Styner M, Paniagua B, Ahn M, Yuan Y, Jewells V, Gao W, Shen D, Zhu H, Lin W. Multivariate longitudinal shape analysis of human lateral ventricles during the first twenty-four months of life. Plos One. 9: e108306. PMID 25265017 DOI: 10.1371/Journal.Pone.0108306 |
0.307 |
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| 2014 |
Wee CY, Zhao Z, Yap PT, Wu G, Shi F, Price T, Du Y, Xu J, Zhou Y, Shen D. Disrupted brain functional network in internet addiction disorder: a resting-state functional magnetic resonance imaging study. Plos One. 9: e107306. PMID 25226035 DOI: 10.1371/Journal.Pone.0107306 |
0.481 |
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| 2014 |
Suk HI, Lee SW, Shen D. Subclass-based multi-task learning for Alzheimer's disease diagnosis. Frontiers in Aging Neuroscience. 6: 168. PMID 25147522 DOI: 10.3389/Fnagi.2014.00168 |
0.34 |
|
| 2014 |
Cheng J, Deriche R, Jiang T, Shen D, Yap PT. Non-Negative Spherical Deconvolution (NNSD) for estimation of fiber Orientation Distribution Function in single-/multi-shell diffusion MRI. Neuroimage. 101: 750-64. PMID 25108182 DOI: 10.1016/J.Neuroimage.2014.07.062 |
0.494 |
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| 2014 |
Zhang P, Niethammer M, Shen D, Yap PT. Large deformation diffeomorphic registration of diffusion-weighted imaging data. Medical Image Analysis. 18: 1290-8. PMID 25106710 DOI: 10.1016/J.Media.2014.06.012 |
0.4 |
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| 2014 |
Li G, Wang L, Shi F, Lin W, Shen D. Simultaneous and consistent labeling of longitudinal dynamic developing cortical surfaces in infants. Medical Image Analysis. 18: 1274-89. PMID 25066749 DOI: 10.1016/J.Media.2014.06.007 |
0.56 |
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| 2014 |
Suk H, Lee S, Shen D. Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis. Neuroimage. 101: 569-582. PMID 25042445 DOI: 10.1016/J.Neuroimage.2014.06.077 |
0.423 |
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| 2014 |
Peng D, Shi F, Shen T, Peng Z, Zhang C, Liu X, Qiu M, Liu J, Jiang K, Fang Y, Shen D. Altered brain network modules induce helplessness in major depressive disorder. Journal of Affective Disorders. 168: 21-9. PMID 25033474 DOI: 10.1016/J.Jad.2014.05.061 |
0.43 |
|
| 2014 |
Guo Y, Gao Y, Shao Y, Price T, Oto A, Shen D. Deformable segmentation of 3D MR prostate images via distributed discriminative dictionary and ensemble learning. Medical Physics. 41: 072303. PMID 24989402 DOI: 10.1118/1.4884224 |
0.391 |
|
| 2014 |
Meng Y, Li G, Lin W, Gilmore JH, Shen D. Spatial distribution and longitudinal development of deep cortical sulcal landmarks in infants. Neuroimage. 100: 206-18. PMID 24945660 DOI: 10.1016/J.Neuroimage.2014.06.004 |
0.335 |
|
| 2014 |
Zhu X, Suk HI, Shen D. A novel matrix-similarity based loss function for joint regression and classification in AD diagnosis Neuroimage. 100: 91-105. PMID 24911377 DOI: 10.1016/J.Neuroimage.2014.05.078 |
0.35 |
|
| 2014 |
Sanroma G, Wu G, Gao Y, Shen D. Learning to Rank Atlases for Multiple-Atlas Segmentation Ieee Transactions On Medical Imaging. 33: 1939-1953. PMID 24893367 DOI: 10.1109/Tmi.2014.2327516 |
0.427 |
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| 2014 |
Zhang T, Chen H, Guo L, Li K, Li L, Zhang S, Shen D, Hu X, Liu T. Characterization of U-shape streamline fibers: Methods and applications. Medical Image Analysis. 18: 795-807. PMID 24835185 DOI: 10.1016/J.Media.2014.04.005 |
0.34 |
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