Dinggang Shen - Publications

Affiliations: 
Computer Science University of North Carolina, Chapel Hill, Chapel Hill, NC 
Area:
Computer Science, Radiology

500 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Sun Y, Zhu Q, Huang M, Shen D, Zhou Y, Feng Q. Liver DCE-MRI registration based on sparse recovery of contrast agent curves. Medical Physics. PMID 34453335 DOI: 10.1002/mp.15193  1
2021 Wang J, Liu C, Li J, Yuan C, Zhang L, Jin C, Xu J, Wang Y, Wen Y, Lu H, Li B, Chen C, Li X, Shen D, Qian D, et al. iCOVID: interpretable deep learning framework for early recovery-time prediction of COVID-19 patients. Npj Digital Medicine. 4: 124. PMID 34400751 DOI: 10.1038/s41746-021-00496-3  1
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  1
2021 Xue Y, Zhang Y, Zhang L, Lee SW, Qiao L, Shen D. Learning Brain Functional Networks with Latent Temporal Dependency for MCI Identification. Ieee Transactions On Bio-Medical Engineering. PMID 34347591 DOI: 10.1109/TBME.2021.3102015  1
2021 Xie Q, Zhang X, Rekik I, Chen X, Mao N, Shen D, Zhao F. Constructing high-order functional connectivity network based on central moment features for diagnosis of autism spectrum disorder. Peerj. 9: e11692. PMID 34268010 DOI: 10.7717/peerj.11692  1
2021 Xia K, Schmitt JE, Jha SC, Girault JB, Cornea E, Li G, Shen D, Styner M, Gilmore JH. Genetic Influences on Longitudinal Trajectories of Cortical Thickness and Surface Area during the First 2 Years of Life. Cerebral Cortex (New York, N.Y. : 1991). PMID 34231837 DOI: 10.1093/cercor/bhab213  1
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  1
2021 Xu X, Lian C, Wang S, Zhu T, Chen RC, Wang AZ, Royce TJ, Yap PT, Shen D, Lian J. Asymmetric multi-task attention network for prostate bed segmentation in computed tomography images. Medical Image Analysis. 72: 102116. PMID 34217953 DOI: 10.1016/j.media.2021.102116  1
2021 Chen Y, Zhou Z, Liang Y, Tan X, Li Y, Qin C, Feng Y, Ma X, Mo Z, Xia J, Zhang H, Qiu S, Shen D. Classification of type 2 diabetes mellitus with or without cognitive impairment from healthy controls using high-order functional connectivity. Human Brain Mapping. PMID 34213081 DOI: 10.1002/hbm.25575  1
2021 Xue Y, Zhang L, Qiao L, Shen D. Correction: Estimating sparse functional brain networks with spatial constraints for MCI identification. Plos One. 16: e0253995. PMID 34166455 DOI: 10.1371/journal.pone.0253995  1
2021 Cui Z, Li C, Du Z, Chen N, Wei G, Chena R, Yang L, Shen D, Wang W. Structure-Driven Unsupervised Domain Adaptation for Cross-Modality Cardiac Segmentation. Ieee Transactions On Medical Imaging. PMID 34161240 DOI: 10.1109/TMI.2021.3090432  1
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  1
2021 Liu R, Liua M, Sheng B, Li H, Li P, Song H, Zhang P, Jiang L, Shen D. NHBS-Net: A Feature Fusion Attention Network for Ultrasound Neonatal Hip Bone Segmentation. Ieee Transactions On Medical Imaging. PMID 34106849 DOI: 10.1109/TMI.2021.3087857  1
2021 Dai L, Wu L, Li H, Cai C, Wu Q, Kong H, Liu R, Wang X, Hou X, Liu Y, Long X, Wen Y, Lu L, Shen Y, Chen Y, ... Shen D, et al. A deep learning system for detecting diabetic retinopathy across the disease spectrum. Nature Communications. 12: 3242. PMID 34050158 DOI: 10.1038/s41467-021-23458-5  1
2021 Zhou Y, Chen H, Li Y, Cao X, Wang S, Shen D. Cross-Model Attention-Guided Tumor Segmentation for 3D Automated Breast Ultrasound (ABUS) Images. Ieee Journal of Biomedical and Health Informatics. PMID 34003755 DOI: 10.1109/JBHI.2021.3081111  1
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  1
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  1
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  1
2021 He K, Lian C, Zhang B, Zhang X, Cao X, Nie D, Gao Y, Zhang J, Shen D. HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT images. Ieee Transactions On Medical Imaging. PMID 33848243 DOI: 10.1109/TMI.2021.3072956  1
2021 He K, Lian C, Adeli E, Huo J, Gao Y, Zhang B, Zhang J, Shen D. MetricUNet: Synergistic image- and voxel-level learning for precise prostate segmentation via online sampling. Medical Image Analysis. 71: 102039. PMID 33831595 DOI: 10.1016/j.media.2021.102039  1
2021 Zhao F, Chen Z, Rekik I, Liu P, Mao N, Lee SW, Shen D. A Novel Unit-Based Personalized Fingerprint Feature Selection Strategy for Dynamic Functional Connectivity Networks. Frontiers in Neuroscience. 15: 651574. PMID 33828457 DOI: 10.3389/fnins.2021.651574  1
2021 Jiaerken Y, Lian C, Huang P, Yu X, Zhang R, Wang S, Hong H, Luo X, Yap PT, Shen D, Zhang M. Dilated perivascular space is related to reduced free-water in surrounding white matter among healthy adults and elderlies but not in patients with severe cerebral small vessel disease. Journal of Cerebral Blood Flow and Metabolism : Official Journal of the International Society of Cerebral Blood Flow and Metabolism. 271678X211005875. PMID 33818186 DOI: 10.1177/0271678X211005875  1
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  1
2021 Dong A, Li Z, Wang M, Shen D, Liu M. High-Order Laplacian Regularized Low-Rank Representation for Multimodal Dementia Diagnosis. Frontiers in Neuroscience. 15: 634124. PMID 33776639 DOI: 10.3389/fnins.2021.634124  1
2021 Chen L, Gu D, Chen Y, Shao Y, Cao X, Liu G, Gao Y, Wang Q, Shen D. An artificial-intelligence lung imaging analysis system (ALIAS) for population-based nodule computing in CT scans. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 89: 101899. PMID 33761446 DOI: 10.1016/j.compmedimag.2021.101899  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2021 Zhang J, Shi Y, Sun J, Wang L, Zhou L, Gao Y, Shen D. Interactive medical image segmentation via a point-based interaction. Artificial Intelligence in Medicine. 111: 101998. PMID 33461691 DOI: 10.1016/j.artmed.2020.101998  1
2021 Liu Y, Fan L, Zhang C, Zhou T, Xiao Z, Geng L, Shen D. Incomplete multi-modal representation learning for Alzheimer's disease diagnosis. Medical Image Analysis. 69: 101953. PMID 33460880 DOI: 10.1016/j.media.2020.101953  1
2021 Yao D, Sui J, Wang M, Yang E, Jiaerken Y, Luo N, Yap PT, Liu M, Shen D. A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity. Ieee Transactions On Medical Imaging. PMID 33444133 DOI: 10.1109/TMI.2021.3051604  1
2021 Zhao F, Wu Z, Wang L, Lin W, Gilmore JH, Xia S, Shen D, Li G. Spherical Deformable U-Net: Application to Cortical Surface Parcellation and Development Prediction. Ieee Transactions On Medical Imaging. PMID 33417540 DOI: 10.1109/TMI.2021.3050072  1
2020 Ahmad S, Wu Y, Huynh KM, Thung KH, Lin W, Shen D, Yap PT. Fast Correction of Eddy-Current and Susceptibility-Induced Distortions Using Rotation-Invariant Contrasts. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12262: 34-43. PMID 34447977 DOI: 10.1007/978-3-030-59713-9_4  1
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  1
2020 Huang Y, Wang F, Wu Z, Chen Z, Zhang H, Wang L, Lin W, Shen D, Li G. Construction of Spatiotemporal Infant Cortical Surface Functional Templates. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12267: 238-248. PMID 34350425 DOI: 10.1007/978-3-030-59728-3_24  1
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  1
2020 Hu D, Wang F, Zhang H, Wu Z, Wang L, Lin W, Li G, Shen D. Disentangled Intensive Triplet Autoencoder for Infant Functional Connectome Fingerprinting. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12267: 72-82. PMID 34327516 DOI: 10.1007/978-3-030-59728-3_8  1
2020 Huynh KM, Wu Y, Thung KH, Ahmad S, Taylor HP, Shen D, Yap PT. Characterizing Intra-soma Diffusion with Spherical Mean Spectrum Imaging. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12267: 354-363. PMID 34223563 DOI: 10.1007/978-3-030-59728-3_35  1
2020 Wu Y, Hong Y, Ahmad S, Lin W, Shen D, Yap PT. Tract Dictionary Learning for Fast and Robust Recognition of Fiber Bundles. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12267: 251-259. PMID 34195699 DOI: 10.1007/978-3-030-59728-3_25  1
2020 Xu X, Lian C, Wang S, Wang A, Royce T, Chen R, Lian J, Shen D. Asymmetrical Multi-task Attention U-Net for the Segmentation of Prostate Bed in CT Image. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12264: 470-479. PMID 34179897 DOI: 10.1007/978-3-030-59719-1_46  1
2020 Nie D, Shen D. Adversarial Confidence Learning for Medical Image Segmentation and Synthesis. International Journal of Computer Vision. 128: 2494-2513. PMID 34149167 DOI: 10.1007/s11263-020-01321-2  1
2020 Zhou Y, Chen H, Li Y, Liu Q, Xu X, Wang S, Yap PT, Shen D. Multi-task learning for segmentation and classification of tumors in 3D automated breast ultrasound images. Medical Image Analysis. 70: 101918. PMID 33676100 DOI: 10.1016/j.media.2020.101918  1
2020 Pei Y, Wang L, Zhao F, Zhong T, Liao L, Shen D, Li G. Anatomy-Guided Convolutional Neural Network for Motion Correction in Fetal Brain MRI. Machine Learning in Medical Imaging. Mlmi (Workshop). 12436: 384-393. PMID 33644782 DOI: 10.1007/978-3-030-59861-7_39  1
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  1
2020 Chen H, Zhang Y, Zhang L, Qiao L, Shen D. Estimating Brain Functional Networks Based on Adaptively-Weighted fMRI Signals for MCI Identification. Frontiers in Aging Neuroscience. 12: 595322. PMID 33584242 DOI: 10.3389/fnagi.2020.595322  1
2020 Zhao F, Wu Z, Wang L, Lin W, Xia S, Shen D, Li G. Unsupervised Learning for Spherical Surface Registration. Machine Learning in Medical Imaging. Mlmi (Workshop). 12436: 373-383. PMID 33569552 DOI: 10.1007/978-3-030-59861-7_38  1
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  1
2020 Liu F, Feng J, Chen G, Shen D, Yap PT. Gaussianization of Diffusion MRI Data Using Spatially Adaptive Filtering. Medical Image Analysis. 68: 101828. PMID 33338870 DOI: 10.1016/j.media.2020.101828  1
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  1
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  1
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  1
2020 Ghribi O, Li G, Lin W, Shen D, Rekik I. Multi-Regression based supervised sample selection for predicting baby connectome evolution trajectory from neonatal timepoint. Medical Image Analysis. 68: 101853. PMID 33264713 DOI: 10.1016/j.media.2020.101853  1
2020 Shan F, Gao Y, Wang J, Shi W, Shi N, Han M, Xue Z, Shen D, Shi Y. Abnormal Lung Quantification in Chest CT Images of COVID-19 Patients with Deep Learning and its Application to Severity Prediction. Medical Physics. PMID 33225476 DOI: 10.1002/mp.14609  1
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  1
2020 Zhang YD, Morabito FC, Shen D, Muhammad K. Advanced deep learning methods for biomedical information analysis: An editorial. Neural Networks : the Official Journal of the International Neural Network Society. 133: 101-102. PMID 33152566 DOI: 10.1016/j.neunet.2020.10.006  0.2
2020 Huang Y, Ahmad S, Fan J, Shen D, Yap PT. Difficulty-aware hierarchical convolutional neural networks for deformable registration of brain MR images. Medical Image Analysis. 67: 101817. PMID 33129152 DOI: 10.1016/j.media.2020.101817  1
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  1
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  1
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  1
2020 Jiang W, Zhang H, Zeng LL, Shen H, Qin J, Thung KH, Yap PT, Liu H, Hu D, Wang W, Shen D. Dynamic neural circuit disruptions associated with antisocial behaviors. Human Brain Mapping. PMID 33064332 DOI: 10.1002/hbm.25225  1
2020 Yang E, Liu M, Yao D, Yao D, Cao B, Cao B, Lian C, Yap PT, Shen D. Deep Bayesian Hashing with Center Prior for Multi-modal Neuroimage Retrieval. Ieee Transactions On Medical Imaging. PMID 33048672 DOI: 10.1109/TMI.2020.3030752  1
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  1
2020 Yue L, Hu D, Zhang H, Wen J, Wu Y, Li W, Sun L, Li X, Wang J, Li G, Wang T, Shen D, Xiao S. Prediction of 7-year's conversion from subjective cognitive decline to mild cognitive impairment. Human Brain Mapping. PMID 33030795 DOI: 10.1002/hbm.25216  1
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  1
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  1
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  1
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  1
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  1
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  1
2020 Shi Y, Yang W, Thung KH, Wang H, Gao Y, Pan Y, Zhang L, Shen D. Learning-Based Computer-Aided Prescription System for Parkinson's Disease Patients: A Data-Driven Perspective. Ieee Journal of Biomedical and Health Informatics. PMID 32750966 DOI: 10.1109/Jbhi.2020.3010946  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2020 Xiao D, Lian C, Wang L, Deng H, Lin HY, Thung KH, Zhu J, Yuan P, Perez L, Gateno J, Shen SGG, Yap PT, Xia JJ, Shen D. Estimating Reference Shape Model for Personalized Surgical Reconstruction of Craniomaxillofacial Defects. Ieee Transactions On Bio-Medical Engineering. PMID 32340932 DOI: 10.1109/Tbme.2020.2990586  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2020 Yu G, Li Q, Shen D, Liu Y. Optimal Sparse Linear Prediction for Block-missing Multi-modality Data Without Imputation Journal of the American Statistical Association. 115: 1406-1419. DOI: 10.1080/01621459.2019.1632079  1
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  1
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  1
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  1
2020 Xu S, Adeli E, Cheng JZ, Xiang L, Li Y, Lee SW, Shen D. Mammographic mass segmentation using multichannel and multiscale fully convolutional networks International Journal of Imaging Systems and Technology. DOI: 10.1002/Ima.22423  1
2019 Huynh KM, Xu T, Wu Y, Thung KH, Chen G, Lin W, Shen D, Yap PT. Characterizing Non-Gaussian Diffusion in Heterogeneously Oriented Tissue Microenvironments. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11766: 556-563. PMID 34447976 DOI: 10.1007/978-3-030-32248-9_62  1
2019 Huynh KM, Xu T, Wu Y, Chen G, Thung KH, Wu H, Lin W, Shen D, Yap PT. Probing Brain Micro-architecture by Orientation Distribution Invariant Identification of Diffusion Compartments. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11766: 547-555. PMID 34447975 DOI: 10.1007/978-3-030-32248-9_61  1
2019 Liu S, Thung KH, Lin W, Yap PT, Shen D. Multi-stage Image Quality Assessment of Diffusion MRI via Semi-supervised Nonlocal Residual Networks. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11766: 521-528. PMID 34447974 DOI: 10.1007/978-3-030-32248-9_58  1
2019 Zhu X, Shen D. Robust and Discriminative Brain Genome Association Study. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11767: 456-464. PMID 34296224 DOI: 10.1007/978-3-030-32251-9_50  1
2019 Huynh KM, Kim J, Chen G, Wu Y, Shen D, Yap PT. Longitudinal Harmonization for Improving Tractography in Baby Diffusion MRI. Computational Diffusion Mri : International Miccai Workshop, Granada, Spain, September 2018. Workshop On Computational Diffusion Mri (2018 : Granada, Spain). 2019: 183-191. PMID 34278385 DOI: 10.1007/978-3-030-05831-9_15  1
2019 Taylor HP, Wu Z, Wu Y, Shen D, Zhang H, Yap PT. Automated Parcellation of the Cortex Using Structural Connectome Harmonics. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11766: 475-483. PMID 34223562 DOI: 10.1007/978-3-030-32248-9_53  1
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  1
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  1
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  1
2019 Hu D, Zhang H, Wu Z, Lin W, Li G, Shen D. Deep Granular Feature-Label Distribution Learning for Neuroimaging-based Infant Age Prediction. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11767: 149-157. PMID 32181449 DOI: 10.1007/978-3-030-32251-9_17  1
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  1
2019 Qu L, Wang S, Yap PT, Shen D. Wavelet-based Semi-supervised Adversarial Learning for Synthesizing Realistic 7T from 3T MRI. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11767: 786-794. PMID 32161933 DOI: 10.1007/978-3-030-32251-9_86  1
2019 Hong Y, Chen G, Yap PT, Shen D. Reconstructing High-Quality Diffusion MRI Data from Orthogonal Slice-Undersampled Data Using Graph Convolutional Neural Networks. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11766: 529-537. PMID 32161931 DOI: 10.1007/978-3-030-32248-9_59  1
2019 Fang Z, Chen Y, Nie D, Lin W, Shen D. RCA-U-Net: Residual Channel Attention U-Net for Fast Tissue Quantification in Magnetic Resonance Fingerprinting. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11766: 101-109. PMID 32161930 DOI: 10.1007/978-3-030-32248-9_12  1
2019 Hong Y, Chen G, Yap PT, Shen D. Multifold Acceleration of Diffusion MRI via Deep Learning Reconstruction from Slice-Undersampled Data. Information Processing in Medical Imaging : Proceedings of the ... Conference. 11492: 530-541. PMID 32161432 DOI: 10.1007/978-3-030-20351-1_41  1
2019 Zhao F, Wu Z, Wang L, Lin W, Xia S, Shen D, Li G. Harmonization of Infant Cortical Thickness Using Surface-to-Surface Cycle-Consistent Adversarial Networks. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11767: 475-483. PMID 32128523 DOI: 10.1007/978-3-030-32251-9_52  1
2019 Wu Z, Zhao F, Xia J, Wang L, Lin W, Gilmore JH, Li G, Shen D. Intrinsic Patch-Based Cortical Anatomical Parcellation Using Graph Convolutional Neural Network on Surface Manifold. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11766: 492-500. PMID 32128522 DOI: 10.1007/978-3-030-32248-9_55  1
2019 Ahmad S, Wu Z, Li G, Wang L, Lin W, Yap PT, Shen D. Surface-Volume Consistent Construction of Longitudinal Atlases for the Early Developing Brain. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11765: 815-822. PMID 32128521 DOI: 10.1007/978-3-030-32245-8_90  1
2019 Li G, Chen MH, Li G, Wu D, Lian C, Sun Q, Shen D, Wang L. A Longitudinal MRI Study of Amygdala and Hippocampal Subfields for Infants with Risk of Autism. Graph Learning in Medical Imaging : First International Workshop, Glmi 2019, Held in Conjunction With Miccai 2019, Shenzhen, China, October 17, 2019, Proceedings. 11849: 164-171. PMID 32104792 DOI: 10.1007/978-3-030-35817-4_20  1
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  1
2019 Duan D, Xia S, Wu Z, Wang F, Wang L, Lin W, Gilmore JH, Shen D, Li G. CORTICAL FOLDINGPRINTS FOR INFANT IDENTIFICATION. Proceedings. Ieee International Symposium On Biomedical Imaging. 2019: 396-399. PMID 31938450 DOI: 10.1109/ISBI.2019.8759429  1
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  1
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  1
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  1
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  1
2019 Xiao D, Wang L, Deng H, Thung KH, Zhu J, Yuan P, Rodrigues YL, Perez L, Crecelius CE, Gateno J, Kuang T, Shen SGF, Kim D, Alfi DM, Yap PT, ... ... Shen D, et al. Estimating Reference Bony Shape Model for Personalized Surgical Reconstruction of Posttraumatic Facial Defects. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11768: 327-335. PMID 31840137 DOI: 10.1007/978-3-030-32254-0_37  1
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  1
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  1
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  1
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  1
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  1
2019 Zhao F, Xia S, Wu Z, Wang L, Chen Z, Lin W, Gilmore JH, Shen D, Li G. SPHERICAL U-NET FOR INFANT CORTICAL SURFACE PARCELLATION. Proceedings. Ieee International Symposium On Biomedical Imaging. 2019: 1882-1886. PMID 31681458 DOI: 10.1109/ISBI.2019.8759537  1
2019 Li G, Chen MH, Li G, Wu D, Sun Q, Shen D, Wang L. A PRELIMINARY VOLUMETRIC MRI STUDY OF AMYGDALA AND HIPPOCAMPAL SUBFIELDS IN AUTISM DURING INFANCY. Proceedings. Ieee International Symposium On Biomedical Imaging. 2019: 1052-1056. PMID 31681457 DOI: 10.1109/ISBI.2019.8759439  1
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  1
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  1
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  1
2019 Wu Y, Hong Y, Feng Y, Shen D, Yap PT. Mitigating gyral bias in cortical tractography via asymmetric fiber orientation distributions. Medical Image Analysis. 59: 101543. PMID 31670139 DOI: 10.1016/J.Media.2019.101543  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2019 Wang M, Zhang D, Huang J, Yap PT, Shen D, Liu M. Identifying Autism Spectrum Disorder with Multi-Site fMRI via Low-Rank Domain Adaptation. Ieee Transactions On Medical Imaging. PMID 31395542 DOI: 10.1109/Tmi.2019.2933160  1
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  1
2019 Chen Z, Wu Z, Sun L, Wang F, Wang L, Lin W, Gilmore JH, Shen D, Li G. CONSTRUCTION OF 4D NEONATAL CORTICAL SURFACE ATLASES USING WASSERSTEIN DISTANCE. Proceedings. Ieee International Symposium On Biomedical Imaging. 2019: 995-998. PMID 31354918 DOI: 10.1109/ISBI.2019.8759557  1
2019 Xia J, Wang F, Wu Z, Wang L, Wang Y, Zhang C, Lin W, Shen D, Li G. CHARTING DEVELOPMENT-BASED JOINT PARCELLATION MAPS OF HUMAN AND MACAQUE BRAINS DURING INFANCY. Proceedings. Ieee International Symposium On Biomedical Imaging. 2019: 422-425. PMID 31354917 DOI: 10.1109/ISBI.2019.8759379  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2019 Liang Y, Zhang H, Tan X, Liu J, Qin C, Zeng H, Zheng Y, Liu Y, Chen J, Leng X, Qiu S, Shen D. Local Diffusion Homogeneity Provides Supplementary Information in T2DM-Related WM Microstructural Abnormality Detection. Frontiers in Neuroscience. 13: 63. PMID 30792623 DOI: 10.3389/Fnins.2019.00063  1
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  1
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  1
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  1
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  1
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  1
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  1
2019 Chen G, Wu Y, Shen D, Yap PT. Noise reduction in diffusion MRI using non-local self-similar information in joint x-q space. Medical Image Analysis. 53: 79-94. PMID 30703580 DOI: 10.1016/J.Media.2019.01.006  1
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  1
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  1
2019 Liu X, Zhu X, Li M, Wang L, Zhu E, Liu T, Kloft M, Shen D, Yin J, Gao W. Multiple Kernel k-means with Incomplete Kernels. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30640600 DOI: 10.1109/Tpami.2019.2892416  1
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  1
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  1
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  1
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  0.01
2019 Yue L, Hu D, Zhang H, Wen J, Wu Y, Wang T, Shen D, Xiao S. P4-287: Prediction Of 7-Year Progression From Subjective Cognitive Decline To Mci: Evidence From The China Longitudinal Ageing Study (Clas) Alzheimers & Dementia. 15. DOI: 10.1016/J.Jalz.2019.06.3956  1
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  1
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  1
2018 Thung KH, Yap PT, Shen D. Joint Robust Imputation and Classification for Early Dementia Detection Using Incomplete Multi-modality Data. Predictive Intelligence in Medicine. Prime (Workshop). 11121: 51-59. PMID 34447978 DOI: 10.1007/978-3-030-00320-3_7  1
2018 Wu Y, Feng Y, Shen D, Yap PT. A Multi-Tissue Global Estimation Framework for Asymmetric Fiber Orientation Distributions. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 45-52. PMID 34296223 DOI: 10.1007/978-3-030-00931-1_6  1
2018 Wu Y, Feng Y, Shen D, Yap PT. Penalized Geodesic Tractography for Mitigating Gyral Bias. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 12-19. PMID 34296222 DOI: 10.1007/978-3-030-00931-1_2  1
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  1
2018 Benkarim OM, Sanroma G, Piella G, Rekik I, Hahner N, Eixarch E, Gonzélez Ballester MA, Shen D, Li G. Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 620-627. PMID 31263804 DOI: 10.1007/978-3-030-00931-1_71  1
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  1
2018 Wang X, Cai W, Shen D, Huang H. Temporal Correlation Structure Learning for MCI Conversion Prediction. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 446-454. PMID 31106305 DOI: 10.1007/978-3-030-00931-1_51  1
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  1
2018 Wang M, Zhang D, Huang J, Shen D, Liu M. Low-Rank Representation for Multi-center Autism Spectrum Disorder Identification. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11070: 647-654. PMID 31106302 DOI: 10.1007/978-3-030-00928-1_73  1
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  0.44
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  1
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  1
2018 Zhang Y, Cheng JZ, Xiang L, Yap PT, Shen D. Dual-Domain Cascaded Regression for Synthesizing 7T from 3T MRI. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11070: 410-417. PMID 30957107 DOI: 10.1007/978-3-030-00928-1_47  1
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  1
2018 Xiang L, Chang W, Chen Y, Lin W, Wang Q, Shen D. Reconstruction in deep learning of highly under-sampled T2-weighted image with T1-weighted image. Proceedings of the International Society For Magnetic Resonance in Medicine ... Scientific Meeting and Exhibition. International Society For Magnetic Resonance in Medicine. Scientific Meeting and Exhibition. 2018. PMID 30956568  1
2018 Fang Z, Chen Y, Liu M, Zhan Y, Lin W, Shen D. Deep Learning for Fast and Spatially-Constrained Tissue Quantification from Highly-Undersampled Data in Magnetic Resonance Fingerprinting (MRF). Machine Learning in Medical Imaging. Mlmi (Workshop). 11046: 398-405. PMID 30931435 DOI: 10.1007/978-3-030-00919-9_46  1
2018 Nie D, Wang L, Lian J, Shen D. Pelvic Organ Segmentation with Sample Attention based Stochastic Connection Networks. Proceedings of the International Society For Magnetic Resonance in Medicine ... Scientific Meeting and Exhibition. International Society For Magnetic Resonance in Medicine. Scientific Meeting and Exhibition. 2018. PMID 30930697  1
2018 Xiang L, Chen Y, Chang W, Zhan Y, Lin W, Wang Q, Shen D. Ultra-Fast T2-Weighted MR Reconstruction Using Complementary T1-Weighted Information. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11070: 215-223. PMID 30906934 DOI: 10.1007/978-3-030-00928-1_25  1
2018 Chen Y, Shi M, Gao H, Shen D, Cai L, Ji S. Voxel Deconvolutional Networks for 3D Brain Image Labeling. Kdd : Proceedings. International Conference On Knowledge Discovery & Data Mining. 2018: 1226-1234. PMID 30906620 DOI: 10.1145/3219819.3219974  1
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  1
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  1
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  1
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  1
2018 Fan J, Cao X, Xue Z, Yap PT, Shen D. Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning based Registration. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11070: 739-746. PMID 30627709 DOI: 10.1007/978-3-030-00928-1_83  1
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  1
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  1
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  1
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  1
2018 Dong P, Cao X, Yap PT, Shen D. Efficient Groupwise Registration of MR Brain Images via Hierarchical Graph Set Shrinkage. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11070: 819-826. PMID 30569040 DOI: 10.1007/978-3-030-00928-1_92  1
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  1
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  1
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  1
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  1
2018 Xia J, Zhang C, Wang F, Meng Y, Wu Z, Wang L, Lin W, Shen D, Li G. A COMPUTATIONAL METHOD FOR LONGITUDINAL MAPPING OF ORIENTATION-SPECIFIC EXPANSION OF CORTICAL SURFACE AREA IN INFANTS. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 683-686. PMID 30498562 DOI: 10.1109/ISBI.2018.8363666  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2018 Zhang C, Adeli E, Zhou T, Chen X, Shen D. Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis. Proceedings of the ... Aaai Conference On Artificial Intelligence. Aaai Conference On Artificial Intelligence. 2018: 4406-4413. PMID 30416868  1
2018 Wu Z, Li G, Wang L, Lin W, Gilmore JH, Shen D. CONSTRUCTION OF SPATIOTEMPORAL NEONATAL CORTICAL SURFACE ATLASES USING A LARGE-SCALE DATASET. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 1056-1059. PMID 30416672 DOI: 10.1109/ISBI.2018.8363753  1
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  1
2018 Xia J, Zhang C, Wang F, Benkarim OM, Sanroma G, Piella G, González Balleste MA, Hahner N, Eixarch E, Shen D, Li G. FETAL CORTICAL PARCELLATION BASED ON GROWTH PATTERNS. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 696-699. PMID 30416670 DOI: 10.1109/ISBI.2018.8363669  1
2018 Liu X, Zhu X, Li M, Wang L, Tang C, Yin J, Shen D, Wang H, Gao W. Late Fusion Incomplete Multi-view Clustering. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30387725 DOI: 10.1109/Tpami.2018.2879108  1
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  1
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  1
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  1
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  1
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  1
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  1
2018 Cao X, Yang J, Wang L, Wang Q, Shen D. Non-rigid Brain MRI Registration Using Two-stage Deep Perceptive Networks. Proceedings of the International Society For Magnetic Resonance in Medicine ... Scientific Meeting and Exhibition. International Society For Magnetic Resonance in Medicine. Scientific Meeting and Exhibition. 2018. PMID 30310362  1
2018 Lian C, Liu M, Zhang J, Zong X, Lin W, Shen D. Automatic Segmentation of 3D Perivascular Spaces in 7T MR Images Using Multi-Channel Fully Convolutional Network. Proceedings of the International Society For Magnetic Resonance in Medicine ... Scientific Meeting and Exhibition. International Society For Magnetic Resonance in Medicine. Scientific Meeting and Exhibition. 2018. PMID 30310361  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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 30106714 DOI: 10.1109/TMI.2018.2864958  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2018 Huo Z, Shen D, Huang H. Genotype-phenotype association study via new multi-task learning model. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 23: 353-364. PMID 29218896  1
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  1
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  1
2018 Duan W, Zheng Y, Ding Y, Hou S, Tang Y, Xu Y, Qin M, Wu J, Shen D, Bi H. A Generative Model for OCT Retinal Layer Segmentation by Groupwise Curve Alignment Ieee Access. 6: 25130-25141. DOI: 10.1109/Access.2018.2825397  1
2017 Sun J, Shi Y, Gao Y, Shen D. A Point Says a Lot: An Interactive Segmentation Method for MR Prostate via One-Point Labeling. Machine Learning For Multimodal Interaction : ... International Workshop, Mlmi ... : Revised Selected Papers. Workshop On Machine Learning For Multimodal Interaction. 10541: 220-228. PMID 30345431 DOI: 10.1007/978-3-319-67389-9_26  1
2017 Jia X, Zhang H, Adeli E, Shen D. Consciousness Level and Recovery Outcome Prediction Using High-Order Brain Functional Connectivity Network. Connectomics in Neuroimaging : First International Workshop, Cni 2017, Held in Conjunction With Miccai 2017, Quebec City, Qc, Canada, September 14, 2017, Proceedings. Cni (Workshop) (1st : 2017 : Quebec, Quebec). 10511: 17-24. PMID 30345427 DOI: 10.1007/978-3-319-67159-8_3  1
2017 Zhang Y, Zhang H, Chen X, Shen D. Constructing Multi-frequency High-Order Functional Connectivity Network for Diagnosis of Mild Cognitive Impairment. Connectomics in Neuroimaging : First International Workshop, Cni 2017, Held in Conjunction With Miccai 2017, Quebec City, Qc, Canada, September 14, 2017, Proceedings. Cni (Workshop) (1st : 2017 : Quebec, Quebec). 10511: 9-16. PMID 30345426 DOI: 10.1007/978-3-319-67159-8_2  1
2017 Trullo R, Petitjean C, Nie D, Shen D, Ruan S. Fully automated esophagus segmentation with a hierarchical deep learning approach. Conference Proceedings. Ieee International Conference On Signal and Image Processing Applications. 2017: 503-506. PMID 30345425 DOI: 10.1109/ICSIPA.2017.8120664  1
2017 Zhang Y, Zhang H, Chen X, Liu M, Zhu X, Shen D. Inter-subject Similarity Guided Brain Network Modeling for MCI Diagnosis. Machine Learning in Medical Imaging. Mlmi (Workshop). 10541: 168-175. PMID 30320309 DOI: 10.1007/978-3-319-67389-9_20  1
2017 Wang Q, Shen D. Computational medicine: A cybernetic eye for rare disease Nature Biomedical Engineering. 1: 32. PMID 30214831 DOI: 10.1038/S41551-017-0032  1
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  1
2017 Shi Y, Yang W, Gao Y, Shen D. Does Manual Delineation only Provide the Side Information in CT Prostate Segmentation? Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10435: 692-700. PMID 30035275 DOI: 10.1007/978-3-319-66179-7_79  1
2017 Nie D, Trullo R, Lian J, Petitjean C, Ruan S, Wang Q, Shen D. Medical Image Synthesis with Context-Aware Generative Adversarial Networks. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10435: 417-425. PMID 30009283 DOI: 10.1007/978-3-319-66179-7_48  1
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  1
2017 Li Y, Yang H, Li K, Yap PT, Kim M, Wee CY, Shen D. Novel Effective Connectivity Network Inference for MCI Identification. Machine Learning in Medical Imaging. Mlmi (Workshop). 2017: 316-324. PMID 29911207 DOI: 10.1007/978-3-319-67389-9_37  1
2017 Li Y, Liu J, Li K, Yap PT, Kim M, Wee CY, Shen D. Fusion of High-Order and Low-Order Effective Connectivity Networks for MCI Classification. Machine Learning in Medical Imaging. Mlmi (Workshop). 2017: 307-315. PMID 29911206  1
2017 Chen L, Zhang H, Thung KH, Liu L, Lu J, Wu J, Wang Q, Shen D. Multi-label Inductive Matrix Completion for Joint MGMT and IDH1 Status Prediction for Glioma Patients. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10434: 450-458. PMID 29770368 DOI: 10.1007/978-3-319-66185-8_51  1
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  1
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  1
2017 Trullo R, Petitjean C, Nie D, Shen D, Ruan S. Joint Segmentation of Multiple Thoracic Organs in CT Images with Two Collaborative Deep Architectures. Deep Learning in Medical Image Analysis and Multimodal Learning For Clinical Decision Support : Third International Workshop, Dlmia 2017, and 7th International Workshop, Ml-Cds 2017, Held in Conjunction With Miccai 2017, Quebec City, Qc.... 10553: 21-29. PMID 29707697 DOI: 10.1007/978-3-319-67558-9_3  1
2017 Fang Z, Chen Y, Lin W, Shen D. Quantification of relaxation times in MR Fingerprinting using deep learning. Proceedings of the International Society For Magnetic Resonance in Medicine ... Scientific Meeting and Exhibition. International Society For Magnetic Resonance in Medicine. Scientific Meeting and Exhibition. 25. PMID 29681776  1
2017 Xu J, Deng C, Gao X, Shen D, Huang H. Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-Rank Structured Sparse Model. Ijcai : Proceedings of the Conference. 2017: 3880-3886. PMID 29681724 DOI: 10.24963/ijcai.2017/542  1
2017 Wang X, Chen H, Cai W, Shen D, Huang H. Regularized Modal Regression with Applications in Cognitive Impairment Prediction. Advances in Neural Information Processing Systems. 30: 1448-1458. PMID 29657513  1
2017 Chen G, Dong B, Zhang Y, Shen D, Yap PT. Neighborhood Matching for Curved Domains with Application to Denoising in Diffusion MRI. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 629-637. PMID 29577115 DOI: 10.1007/978-3-319-66182-7_72  1
2017 Chen G, Dong B, Zhang Y, Shen D, Yap PT. -Space Upsampling Using-Space Regularization. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 620-628. PMID 29568825 DOI: 10.1007/978-3-319-66182-7_71  1
2017 Li Y, Gao X, Jie B, Yap PT, Kim MJ, Wee CY, Shen D. Multimodal Hyper-connectivity Networks for MCI Classification. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 433-441. PMID 29568824 DOI: 10.1007/978-3-319-66182-7_50  1
2017 Kim J, Chen G, Lin W, Yap PT, Shen D. Graph-Constrained Sparse Construction of Longitudinal Diffusion-Weighted Infant Atlases. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 49-56. PMID 29568823 DOI: 10.1007/978-3-319-66182-7_6  1
2017 Wang J, Wang Q, Wang S, Shen D. Sparse Multi-view Task-Centralized Learning for ASD Diagnosis. Machine Learning in Medical Imaging. Mlmi (Workshop). 10541: 159-167. PMID 29457153 DOI: 10.1007/978-3-319-67389-9_19  1
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  1
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  1
2017 Zhu X, Thung KH, Adeli E, Zhang Y, Shen D. Maximum Mean Discrepancy Based Multiple Kernel Learning for Incomplete Multimodality Neuroimaging Data. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10435: 72-80. PMID 29392246 DOI: 10.1007/978-3-319-66179-7_9  1
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  1
2017 Zhou T, Thung KH, Zhu X, Shen D. Feature Learning and Fusion of Multimodality Neuroimaging and Genetic Data for Multi-status Dementia Diagnosis. Machine Learning in Medical Imaging. Mlmi (Workshop). 10541: 132-140. PMID 29376149 DOI: 10.1007/978-3-319-67389-9_16  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2017 Li G, Wang L, Lin W, Shen D. Developmental Patterns Based Individualized Parcellation of Infant Cortical Surface. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 66-74. PMID 29124254 DOI: 10.1007/978-3-319-66182-7_8  1
2017 Duan D, Xia S, Meng Y, Wang L, Lin W, Gilmore JH, Shen D, Li G. Exploring Gyral Patterns of Infant Cortical Folding based on Multi-view Curvature Information. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 12-20. PMID 29124253 DOI: 10.1007/978-3-319-66182-7_2  1
2017 Wu Z, Li G, Meng Y, Wang L, Lin W, Shen D. 4D Infant Cortical Surface Atlas Construction using Spherical Patch-based Sparse Representation. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 57-65. PMID 29119146 DOI: 10.1007/978-3-319-66182-7_7  1
2017 Chen J, Wang L, Shen D. Cerebellum Tissue Segmentation with Ensemble Sparse Learning. Proceedings of the International Society For Magnetic Resonance in Medicine ... Scientific Meeting and Exhibition. International Society For Magnetic Resonance in Medicine. Scientific Meeting and Exhibition. 25. PMID 29118678  1
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  1
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  1
2017 Thung KH, Yap PT, Shen D. Multi-stage Diagnosis of Alzheimer's Disease with Incomplete Multimodal Data via Multi-task Deep Learning. Deep Learning in Medical Image Analysis and Multimodal Learning For Clinical Decision Support : Third International Workshop, Dlmia 2017, and 7th International Workshop, Ml-Cds 2017, Held in Conjunction With Miccai 2017, Quebec City, Qc.... 10553: 160-168. PMID 29104963 DOI: 10.1007/978-3-319-67558-9_19  1
2017 Duan D, Rekik I, Xia S, Lin W, Gilmore JH, Shen D, Li G. LONGITUDINAL MULTI-SCALE MAPPING OF INFANT CORTICAL FOLDING USING SPHERICAL WAVELETS. Proceedings. Ieee International Symposium On Biomedical Imaging. 2017: 93-96. PMID 29098066  1
2017 Rekik I, Li G, Lin W, Shen D. Estimation of Clean and Centered Brain Network Atlases using Diffusive-Shrinking Graphs with Application to Developing Brains. Information Processing in Medical Imaging : Proceedings of the ... Conference. 10265: 385-397. PMID 29081630 DOI: 10.1007/978-3-319-59050-9_31  1
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  1
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  1
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  1
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  1
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  1
2017 Cheng J, Shen D, Yap PT, Basser PJ. Single- and Multiple-Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes. Ieee Transactions On Medical Imaging. PMID 28952937 DOI: 10.1109/Tmi.2017.2756072  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2017 Wang K, Mullins BT, Falchook AD, Lian J, He K, Shen D, Dance M, Lin W, Sills TM, Das SK, Huang BY, Chera BS. Evaluation of PET/MRI for Tumor Volume Delineation for Head and Neck Cancer. Frontiers in Oncology. 7: 8. PMID 28168166 DOI: 10.3389/Fonc.2017.00008  1
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  1
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  1
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  1
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  1
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  1
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  1
2017 Wu G, Kim M, Wang Q, Munsell BC, Shen D. Correction to "Scalable High-Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning". Ieee Transactions On Bio-Medical Engineering. 64: 250. PMID 28029618 DOI: 10.1109/TBME.2016.2633139  1
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  1
2016 Chen G, Zhang P, Li K, Wee CY, Wu Y, Shen D, Yap PT. Angular Resolution Enhancement of Diffusion MRI Data Using Inter-Subject Information Transfer. Computational Diffusion Mri : Miccai Workshop, Munich, Germany, October 9th, 2015. Cdmri (Workshop) (7th : 2015 : Munich, Germany). 2016: 145-157. PMID 34308433 DOI: 10.1007/978-3-319-28588-7_13  1
2016 Wu H, Chen G, Yang Z, Shen D, Yap PT. Accelerating Global Tractography Using Parallel Markov Chain Monte Carlo. Computational Diffusion Mri : Miccai Workshop, Munich, Germany, October 9th, 2015. Cdmri (Workshop) (7th : 2015 : Munich, Germany). 2016: 121-130. PMID 34308432 DOI: 10.1007/978-3-319-28588-7_11  1
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  1
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  1
2016 Zhang J, Chen G, Zhang Y, Dong B, Shen D, Yap PT. Denoising Diffusion-Weighted Images Using Grouped Iterative Hard Thresholding of Multi-Channel Framelets. Computational Diffusion Mri : Miccai Workshop, Athens, Greece, October 2016. Cdmri (Workshop) (8th : 2016 : Athens, Greece). 2016: 49-59. PMID 29034372 DOI: 10.1007/978-3-319-54130-3_4  1
2016 Yang Z, Chen G, Shen D, Yap PT. Robust Construction of Diffusion MRI Atlases with Correction for Inter-Subject Fiber Dispersion. Computational Diffusion Mri : Miccai Workshop, Athens, Greece, October 2016. Cdmri (Workshop) (8th : 2016 : Athens, Greece). 2016: 113-121. PMID 29027547  1
2016 Cao X, Gao Y, Yang J, Wu G, Shen D. Learning-Based Multimodal Image Registration for Prostate Cancer Radiation Therapy. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9902: 1-9. PMID 28975161 DOI: 10.1007/978-3-319-46726-9_1  1
2016 Chen X, Zhang H, Shen D. Ensemble Hierarchical High-Order Functional Connectivity Networks for MCI Classification. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9901: 18-25. PMID 28936492 DOI: 10.1007/978-3-319-46723-8_3  1
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  1
2016 Liu L, Zhang H, Rekik I, Chen X, Wang Q, Shen D. Outcome Prediction for Patient with High-Grade Gliomas from Brain Functional and Structural Networks. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9901: 26-34. PMID 28649677 DOI: 10.1007/978-3-319-46723-8_4  1
2016 Yu R, Zhang H, An L, Chen X, Wei Z, Shen D. Correlation-Weighted Sparse Group Representation for Brain Network Construction in MCI Classification. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9900: 37-45. PMID 28642938 DOI: 10.1007/978-3-319-46720-7_5  1
2016 Wu Z, Park SH, Guo Y, Gao Y, Shen D. Regression Guided Deformable Models for Segmentation of Multiple Brain ROIs. Machine Learning in Medical Imaging. Mlmi (Workshop). 10019: 237-245. PMID 28603792 DOI: 10.1007/978-3-319-47157-0_29  1
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  1
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  1
2016 Zhang J, Gao Y, Park SH, Zong X, Lin W, Shen D. Segmentation of Perivascular Spaces Using Vascular Features and Structured Random Forest from 7T MR Image. Machine Learning in Medical Imaging. Mlmi (Workshop). 10019: 61-68. PMID 28603789 DOI: 10.1007/978-3-319-47157-0_8  1
2016 Liu L, Wang Q, Adeli E, Zhang L, Zhang H, Shen D. Feature Selection Based on Iterative Canonical Correlation Analysis for Automatic Diagnosis of Parkinson's Disease. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9901: 1-8. PMID 28593202 DOI: 10.1007/978-3-319-46723-8_1  1
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  1
2016 Zhu X, Suk HI, Huang H, Shen D. Structured Sparse Low-Rank Regression Model for Brain-Wide and Genome-Wide Associations. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9900: 344-352. PMID 28530001 DOI: 10.1007/978-3-319-46720-7_40  1
2016 Ni D, Ji X, Gao Y, Cheng JZ, Wang H, Qin J, Lei B, Wang T, Wu G, Shen D. Automatic Cystocele Severity Grading in Ultrasound by Spatio-Temporal Regression. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9901: 247-255. PMID 28386607 DOI: 10.1007/978-3-319-46723-8_29  1
2016 Wang Z, Zhu X, Adeli E, Zhu Y, Zu C, Nie F, Shen D, Wu G. Progressive Graph-Based Transductive Learning for Multi-modal Classification of Brain Disorder Disease. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9900: 291-299. PMID 28386606 DOI: 10.1007/978-3-319-46720-7_34  1
2016 Thung KH, Adeli E, Yap PT, Shen D. Stability-Weighted Matrix Completion of Incomplete Multi-modal Data for Disease Diagnosis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9901: 88-96. PMID 28286884 DOI: 10.1007/978-3-319-46723-8_11  1
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  1
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  1
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  1
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  1
2016 Huo Z, Shen D, Huang H. New Multi-task Learning Model to Predict Alzheimer's Disease Cognitive Assessment. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9900: 317-325. PMID 28149966 DOI: 10.1007/978-3-319-46720-7_37  1
2016 Wang X, Shen D, Huang H. Prediction of Memory Impairment with MRI Data: A Longitudinal Study of Alzheimer's Disease. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9900: 273-281. PMID 28149965 DOI: 10.1007/978-3-319-46720-7_32  1
2016 Zhu Y, Zhu X, Kim M, Shen D, Wu G. Early Diagnosis of Alzheimer's Disease by Joint Feature Selection and Classification on Temporally Structured Support Vector Machine. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9900: 264-272. PMID 28149964 DOI: 10.1007/978-3-319-46720-7_31  1
2016 Zhu Y, Zhu X, Zhang H, Gao W, Shen D, Wu G. Reveal Consistent Spatial-Temporal Patterns from Dynamic Functional Connectivity for Autism Spectrum Disorder Identification. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9900: 106-114. PMID 28149963 DOI: 10.1007/978-3-319-46720-7_13  1
2016 Chen G, Wu Y, Shen D, Yap PT. XQ-NLM: Denoising Diffusion MRI Data via x-q Space Non-Local Patch Matching. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9902: 587-595. PMID 28090604 DOI: 10.1007/978-3-319-46726-9_68  1
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  1
2016 Rekik I, Li G, Yap PT, Chen G, Lin W, Shen D. A Hybrid Multishape Learning Framework for Longitudinal Prediction of Cortical Surfaces and Fiber Tracts Using Neonatal Data. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9900: 210-218. PMID 28083568 DOI: 10.1007/978-3-319-46720-7_25  1
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  1
2016 Yap PT, Dong B, Zhang Y, Shen D. Tight Graph Framelets for Sparse Diffusion MRI q-Space Representation. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9902: 561-569. PMID 28066844 DOI: 10.1007/978-3-319-46726-9_65  1
2016 Liu M, Zhang J, Yap PT, Shen D. Diagnosis of Alzheimer's Disease Using View-Aligned Hypergraph Learning with Incomplete Multi-modality Data. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9900: 308-316. PMID 28066842 DOI: 10.1007/978-3-319-46720-7_36  1
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  1
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  1
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  1
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  1
2016 Lian J, Shao Y, Potter LD, Chen RC, Holmes JA, Pryser EA, Shen J, Shen D, Wang AZ. Prostate deformation from inflatable rectal probe cover and dosimetric effects in prostate seed implant brachytherapy. Medical Physics. 43: 6569. PMID 27908182 DOI: 10.1118/1.4967481  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2016 Yap PT, Zhang Y, Shen D. Multi-Tissue Decomposition of Diffusion MRI Signals via L0 Sparse-Group Estimation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 27392357 DOI: 10.1109/Tip.2016.2588328  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2015 Chen G, Zhang P, Li K, Wee CY, Wu Y, Shen D, Yap PT. Block-Based Statistics for Robust Non-parametric Morphometry. 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: 62-70. PMID 34308442 DOI: 10.1007/978-3-319-28194-0_8  1
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  1
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  1
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 28055846 DOI: 10.1109/TPAMI.2015.2511754  1
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  1
Show low-probability matches.