Dinggang Shen - Publications

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

379 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
2019 Fan J, Cao X, Wang Q, Yap PT, Shen D. Adversarial learning for mono- or multi-modal registration. Medical Image Analysis. 58: 101545. PMID 31557633 DOI: 10.1016/j.media.2019.101545  0.84
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  0.44
2019 Dong P, Cao X, Yap PT, Shen D. Fast Groupwise Registration Using Multi-Level and Multi-Resolution Graph Shrinkage. Scientific Reports. 9: 12703. PMID 31481695 DOI: 10.1038/s41598-019-48491-9  0.84
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  0.56
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  0.84
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  0.68
2019 Chen G, Dong B, Zhang Y, Lin W, Shen D, Yap PT. XQ-SR: Joint x-q space super-resolution with application to infant diffusion MRI. Medical Image Analysis. 57: 44-55. PMID 31279215 DOI: 10.1016/j.media.2019.06.010  0.84
2019 Zhou S, Nie D, Adeli E, Yin J, Lian J, Shen D. High-Resolution Encoder-Decoder Networks for Low-Contrast Medical Image Segmentation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31226074 DOI: 10.1109/TIP.2019.2919937  0.56
2019 Zhang Y, Yap PT, Qu L, Cheng JZ, Shen D. Dual-domain convolutional neural networks for improving structural information in 3 T MRI. Magnetic Resonance Imaging. PMID 31175927 DOI: 10.1016/j.mri.2019.05.023  0.84
2019 Zheng Y, Chen X, Li D, Liu Y, Tan X, Liang Y, Zhang H, Qiu S, Shen D. Treatment-naïve first episode depression classification based on high-order brain functional network. Journal of Affective Disorders. 256: 33-41. PMID 31158714 DOI: 10.1016/j.jad.2019.05.067  0.68
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  0.8
2019 Fan J, Yang J, Wang Y, Yang S, Ai D, Huang Y, Song H, Wang Y, Shen D. Deep feature descriptor based hierarchical dense matching for X-ray angiographic images. Computer Methods and Programs in Biomedicine. 175: 233-242. PMID 31104711 DOI: 10.1016/j.cmpb.2019.04.006  0.68
2019 Chen G, Dong B, Zhang Y, Lin W, Shen D, Shen D, Yap PT. Denoising of Diffusion MRI Data via Graph Framelet Matching in x-q Space. Ieee Transactions On Medical Imaging. PMID 31071025 DOI: 10.1109/TMI.2019.2915629  0.84
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  0.56
2019 Hong Y, Kim J, Chen G, Lin W, Yap PT, Shen D. Longitudinal Prediction of Infant Diffusion MRI Data via Graph Convolutional Adversarial Networks. Ieee Transactions On Medical Imaging. PMID 30990424 DOI: 10.1109/TMI.2019.2911203  0.84
2019 Li Y, Liu J, Peng Z, Sheng C, Kim M, Yap PT, Wee CY, Shen D. Fusion of ULS Group Constrained High- and Low-Order Sparse Functional Connectivity Networks for MCI Classification. Neuroinformatics. PMID 30982183 DOI: 10.1007/s12021-019-09418-x  0.84
2019 Xu X, He P, Yap PT, Zhang H, Nie J, Shen D. Meta-Network Analysis of Structural Correlation Networks Provides Insights Into Brain Network Development. Frontiers in Human Neuroscience. 13: 93. PMID 30971907 DOI: 10.3389/fnhum.2019.00093  0.84
2019 Jung E, Chikontwe P, Zong X, Lin W, Shen D, Park SH. Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network. Ieee Access : Practical Innovations, Open Solutions. 7: 18382-18391. PMID 30956927 DOI: 10.1109/ACCESS.2019.2896911  0.8
2019 Fan J, Cao X, Yap PT, Shen D. BIRNet: Brain image registration using dual-supervised fully convolutional networks. Medical Image Analysis. 54: 193-206. PMID 30939419 DOI: 10.1016/j.media.2019.03.006  0.84
2019 Liu M, Zhang J, Lian C, Shen D. Weakly Supervised Deep Learning for Brain Disease Prognosis Using MRI and Incomplete Clinical Scores. Ieee Transactions On Cybernetics. PMID 30932861 DOI: 10.1109/TCYB.2019.2904186  0.52
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  0.8
2019 Peng J, Zhu X, Wang Y, An L, Shen D. Structured sparsity regularized multiple kernel learning for Alzheimer's disease diagnosis. Pattern Recognition. 88: 370-382. PMID 30872866 DOI: 10.1016/j.patcog.2018.11.027  0.44
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  0.52
2019 Fang Z, Chen Y, Liu M, Xiang L, Zhang Q, Wang Q, Lin W, Shen D. Deep Learning for Fast and Spatially-Constrained Tissue Quantification from Highly-Accelerated Data in Magnetic Resonance Fingerprinting. Ieee Transactions On Medical Imaging. PMID 30762540 DOI: 10.1109/TMI.2019.2899328  0.8
2019 Zhang H, Giannakopoulos P, Haller S, Shen D, Lee SW, Qiu S. Inter-Network High-Order Functional Connectivity (IN-HOFC) and its Alteration in Patients with Mild Cognitive Impairment. Neuroinformatics. PMID 30739281 DOI: 10.1007/s12021-018-9413-x  0.68
2019 Chen G, Zhang J, Zhang Y, Dong B, Shen D, Yap PT. Multi-channel framelet denoising of diffusion-weighted images. Plos One. 14: e0211621. PMID 30726257 DOI: 10.1371/journal.pone.0211621  0.84
2019 Hu D, Wu Z, Lin W, Li G, Shen D. Hierarchical Rough-to-Fine Model for Infant Age Prediction based on Cortical Features. Ieee Journal of Biomedical and Health Informatics. PMID 30716056 DOI: 10.1109/JBHI.2019.2897020  0.8
2019 Nie D, Lu J, Zhang H, Adeli E, Wang J, Yu Z, Liu L, Wang Q, Wu J, Shen D. Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages. Scientific Reports. 9: 1103. PMID 30705340 DOI: 10.1038/s41598-018-37387-9  0.68
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  0.84
2019 Huynh KM, Chen G, Wu Y, Shen D, Yap PT. Multi-Site Harmonization of Diffusion MRI Data via Method of Moments. Ieee Transactions On Medical Imaging. PMID 30676953 DOI: 10.1109/TMI.2019.2895020  0.84
2019 Li W, Qiao L, Zhang L, Wang Z, Shen D. Functional Brain Network Estimation with Time Series Self-scrubbing. Ieee Journal of Biomedical and Health Informatics. PMID 30668484 DOI: 10.1109/JBHI.2019.2893880  0.56
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
2018 Wu Z, Li G, Li W, Shi F, Lin W, Gilmore JH, Shen D. Registration-Free Infant Cortical Surface Parcellation using Deep Convolutional Neural Networks. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 672-680. PMID 31263805 DOI: 10.1007/978-3-030-00931-1_77  0.84
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  0.8
2018 Yan W, Zhang H, Sui J, Shen D. Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 249-257. PMID 31179447 DOI: 10.1007/978-3-030-00931-1_29  0.68
2018 Kam TE, Zhang H, Shen D. A Novel Deep Learning Framework on Brain Functional Networks for Early MCI Diagnosis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 293-301. PMID 31106304 DOI: 10.1007/978-3-030-00931-1_34  0.68
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  0.52
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  0.84
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  0.8
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  0.8
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  0.8
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  0.48
2018 Jie B, Liu M, Lian C, Shi F, Shen D. Developing Novel Weighted Correlation Kernels for Convolutional Neural Networks to Extract Hierarchical Functional Connectivities from fMRI for Disease Diagnosis. Machine Learning in Medical Imaging. Mlmi (Workshop). 11046: 1-9. PMID 30868142 DOI: 10.1007/978-3-030-00919-9_1  0.84
2018 Xiang L, Li Y, Lin W, Wang Q, Shen D. Unpaired Deep Cross-Modality Synthesis with Fast Training. Deep Learning in Medical Image Analysis and Multimodal Learning For Clinical Decision Support : 4th International Workshop, Dlmia 2018, and 8th International Workshop, Ml-Cds 2018, Held in Conjunction With Miccai 2018, Granada, Spain, S.... 11045: 155-164. PMID 30854517 DOI: 10.1007/978-3-030-00889-5_18  0.8
2018 Zhou T, Thung KH, Liu M, Shi F, Zhang C, Shen D. Multi-modal Neuroimaging Data Fusion via Latent Space Learning for Alzheimer's Disease Diagnosis. Predictive Intelligence in Medicine First International Workshop, Prime 2018, Held in Conjunction With Miccai 2018, Granada, Spain, September 16, 2018 : Proceedings. Prime (Workshop) (1st : 2018 : Granada, Spain). 11121: 76-84. PMID 30788463 DOI: 10.1007/978-3-030-00320-3_10  0.84
2018 Tian P, Qi L, Shi Y, Zhou L, Gao Y, Shen D. A NOVEL IMAGE-SPECIFIC TRANSFER APPROACH FOR PROSTATE SEGMENTATION IN MR IMAGES. Proceedings of the ... Ieee International Conference On Acoustics, Speech, and Signal Processing. Icassp (Conference). 2018: 806-810. PMID 30636936 DOI: 10.1109/ICASSP.2018.8461716  0.8
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  0.84
2018 Chen X, Zhang H, Zhang Y, Yang J, Shen D. Learning Pairwise-Similarity Guided Sparse Functional Connectivity Network for MCI Classification. ... Asian Conference On Pattern Recognition. Asian Conference On Pattern Recognition. 2017: 917-922. PMID 30627592 DOI: 10.1109/ACPR.2017.147  0.68
2018 Zhou Y, Zhang L, Teng S, Qiao L, Shen D. Improving Sparsity and Modularity of High-Order Functional Connectivity Networks for MCI and ASD Identification. Frontiers in Neuroscience. 12: 959. PMID 30618582 DOI: 10.3389/fnins.2018.00959  0.56
2018 Lian C, Liu M, Zhang J, Shen D. Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30582529 DOI: 10.1109/TPAMI.2018.2889096  0.52
2018 Tang Z, Yap PT, Shen D. A New Multi-Atlas Registration Framework for Multimodal Pathological Images Using Conventional Monomodal Normal Atlases. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30571622 DOI: 10.1109/TIP.2018.2884563  0.84
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  0.84
2018 Wang P, Liu Y, Shen D. Flexible Locally Weighted Penalized Regression with Applications on Prediction of Alzheimer's Disease Neuroimaging Initiative's Clinical Scores. Ieee Transactions On Medical Imaging. PMID 30530315 DOI: 10.1109/TMI.2018.2884943  0.44
2018 Tang Z, Yap PT, Shen D. A New Image Similarity Metric for Improving Deformation Consistency in Graph Based Groupwise Image Registration. Ieee Transactions On Bio-Medical Engineering. PMID 30530309 DOI: 10.1109/TBME.2018.2885436  0.84
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  0.8
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  0.84
2018 Zhang C, Adeli E, Wu Z, Li G, Lin W, Shen D. INFANT BRAIN DEVELOPMENT PREDICTION WITH LATENT PARTIAL MULTI-VIEW REPRESENTATION LEARNING. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 1048-1051. PMID 30464798 DOI: 10.1109/ISBI.2018.8363751  0.8
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  0.8
2018 Fang L, Zhang L, Nie D, Cao X, Rekik I, Lee SW, He H, Shen D. Automatic brain labeling via multi-atlas guided fully convolutional networks. Medical Image Analysis. 51: 157-168. PMID 30447544 DOI: 10.1016/j.media.2018.10.012  0.68
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  0.68
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  0.8
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  0.56
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  0.52
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  0.8
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  0.8
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  0.8
2018 Chen G, Dong B, Zhang Y, Lin W, Shen D, Yap PT. Angular Upsampling in Infant Diffusion MRI Using Neighborhood Matching in - Space. Frontiers in Neuroinformatics. 12: 57. PMID 30245622 DOI: 10.3389/fninf.2018.00057  0.84
2018 Liu M, Zhang J, Adeli E, Shen D. Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease Diagnosis. Ieee Transactions On Bio-Medical Engineering. PMID 30222548 DOI: 10.1109/TBME.2018.2869989  0.56
2018 He K, Cao X, Shi Y, Nie D, Gao Y, Shen D. Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks. Ieee Transactions On Medical Imaging. PMID 30176583 DOI: 10.1109/TMI.2018.2867837  0.8
2018 Kamiya N, Li J, Kume M, Fujita H, Shen D, Zheng G. Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications. International Journal of Computer Assisted Radiology and Surgery. PMID 30173335 DOI: 10.1007/s11548-018-1852-1  0.44
2018 Liu L, Zhang H, Wu J, Yu Z, Chen X, Rekik I, Wang Q, Lu J, Shen D. Overall survival time prediction for high-grade glioma patients based on large-scale brain functional networks. Brain Imaging and Behavior. PMID 30155788 DOI: 10.1007/s11682-018-9949-2  0.68
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  0.84
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  0.8
2018 Chen L, Zhang H, Lu J, Thung K, Aibaidula A, Liu L, Chen S, Jin L, Wu J, Wang Q, Zhou L, Shen D. Multi-label Nonlinear Matrix Completion with Transductive Multi-task Feature Selection for Joint MGMT and IDH1 Status Prediction of Patient with High-Grade Gliomas. Ieee Transactions On Medical Imaging. PMID 29994582 DOI: 10.1109/TMI.2018.2807590  0.68
2018 Adeli E, Thung KH, An L, Wu G, Shi F, Wang T, Shen D. Semi-Supervised Discriminative Classification Robust to Sample-Outliers and Feature-Noises. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29994560 DOI: 10.1109/TPAMI.2018.2794470  0.84
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  0.84
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  0.8
2018 Tang Z, Ahmad S, Yap PT, Shen D. Multi-Atlas Segmentation of MR Tumor Brain Images Using Low-Rank Based Image Recovery. Ieee Transactions On Medical Imaging. PMID 29993928 DOI: 10.1109/TMI.2018.2824243  0.84
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  0.56
2018 Cao X, Yang J, Zhang J, Wang Q, Yap PT, Shen D. Deformable Image Registration Using Cue-aware Deep Regression Network. Ieee Transactions On Bio-Medical Engineering. PMID 29993391 DOI: 10.1109/TBME.2018.2822826  0.84
2018 Zhang H, Shen D, Lin W. Resting-state functional MRI studies on infant brains: A decade of gap-filling efforts. Neuroimage. PMID 29990581 DOI: 10.1016/j.neuroimage.2018.07.004  0.8
2018 Zhao F, Zhang H, Rekik I, An Z, Shen D. Diagnosis of Autism Spectrum Disorders Using Multi-Level High-Order Functional Networks Derived From Resting-State Functional MRI. Frontiers in Human Neuroscience. 12: 184. PMID 29867410 DOI: 10.3389/fnhum.2018.00184  0.68
2018 Adeli E, Meng Y, Li G, Lin W, Shen D. Multi-task prediction of infant cognitive scores from longitudinal incomplete neuroimaging data. Neuroimage. PMID 29709627 DOI: 10.1016/j.neuroimage.2018.04.052  0.8
2018 Jie B, Liu M, Shen D. Integration of temporal and spatial properties of dynamic connectivity networks for automatic diagnosis of brain disease. Medical Image Analysis. 47: 81-94. PMID 29702414 DOI: 10.1016/j.media.2018.03.013  0.52
2018 Liu L, Wang Q, Adeli E, Zhang L, Zhang H, Shen D. Exploring diagnosis and imaging biomarkers of Parkinson's disease via iterative canonical correlation analysis based feature selection. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 67: 21-29. PMID 29702348 DOI: 10.1016/j.compmedimag.2018.04.002  0.68
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  0.68
2018 Cheng B, Liu M, Zhang D, Shen D. Robust multi-label transfer feature learning for early diagnosis of Alzheimer's disease. Brain Imaging and Behavior. PMID 29589326 DOI: 10.1007/s11682-018-9846-8  0.52
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  0.8
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  0.84
2018 Ren X, Xiang L, Nie D, Shao Y, Zhang H, Shen D, Wang Q. Interleaved 3D-CNNs for Joint Segmentation of Small-Volume Structures in Head and Neck CT Images. Medical Physics. PMID 29480928 DOI: 10.1002/mp.12837  0.68
2018 Jie B, Liu M, Zhang D, Shen D. Sub-Network Kernels for Measuring Similarity of Brain Connectivity Networks in Disease Diagnosis. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 27: 2340-2353. PMID 29470170 DOI: 10.1109/TIP.2018.2799706  0.52
2018 Zhou Y, Qiao L, Li W, Zhang L, Shen D. Simultaneous Estimation of Low- and High-Order Functional Connectivity for Identifying Mild Cognitive Impairment. Frontiers in Neuroinformatics. 12: 3. PMID 29467643 DOI: 10.3389/fninf.2018.00003  0.56
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  0.84
2018 Huang H, Lu J, Wu J, Ding Z, Chen S, Duan L, Cui J, Chen F, Kang D, Qi L, Qiu W, Lee SW, Qiu S, Shen D, Zang YF, et al. Tumor Tissue Detection using Blood-Oxygen-Level-Dependent Functional MRI based on Independent Component Analysis. Scientific Reports. 8: 1223. PMID 29352123 DOI: 10.1038/s41598-017-18453-0  0.68
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  0.8
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  0.68
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  0.68
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  0.52
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  0.68
2017 Adeli E, Meng Y, Li G, Lin W, Shen D. Joint Sparse and Low-Rank Regularized MultiTask Multi-Linear Regression for Prediction of Infant Brain Development with Incomplete Data. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 40-48. PMID 30159549 DOI: 10.1007/978-3-319-66182-7_5  0.8
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  0.8
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  0.68
2017 Bahrami K, Rekik I, Shi F, Shen D. Joint Reconstruction and Segmentation of 7T-like MR Images from 3T MRI Based on Cascaded Convolutional Neural Networks. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 764-772. PMID 30009281 DOI: 10.1007/978-3-319-66182-7_87  0.84
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  0.84
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  0.84
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  0.68
2017 Liu M, Zhang J, Adeli E, Shen D. Deep Multi-Task Multi-Channel Learning for Joint Classification and Regression of Brain Status. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10435: 3-11. PMID 29756129 DOI: 10.1007/978-3-319-66179-7_1  0.56
2017 Zhu X, Suk HI, Huang H, Shen D. Low-Rank Graph-Regularized Structured Sparse Regression for Identifying Genetic Biomarkers. Ieee Transactions On Big Data. 3: 405-414. PMID 29725610 DOI: 10.1109/TBDATA.2017.2735991  0.44
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  0.52
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  0.8
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  0.44
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  0.84
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  0.84
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  0.84
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  0.84
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  0.68
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  0.56
2017 Dong P, Cao X, Zhang J, Kim M, Wu G, Shen D. Efficient Groupwise Registration for Brain MRI by Fast Initialization. Machine Learning in Medical Imaging. Mlmi (Workshop). 10541: 150-158. PMID 29276808 DOI: 10.1007/978-3-319-67389-9_18  0.68
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  0.84
2017 Cao X, Yang J, Zhang J, Nie D, Kim MJ, Wang Q, Shen D. Deformable Image Registration based on Similarity-Steered CNN Regression. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 300-308. PMID 29250613 DOI: 10.1007/978-3-319-66182-7_35  0.68
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  0.52
2017 Zhou Y, Yap PT, Zhang H, Zhang L, Feng Q, Shen D. Improving Functional MRI Registration Using Whole-Brain Functional Correlation Tensors. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10433: 416-423. PMID 29226283 DOI: 10.1007/978-3-319-66182-7_48  0.84
2017 Xiang L, Qiao Y, Nie D, An L, Wang Q, Shen D. Deep Auto-context Convolutional Neural Networks for Standard-Dose PET Image Estimation from Low-Dose PET/MRI. Neurocomputing. 267: 406-416. PMID 29217875 DOI: 10.1016/j.neucom.2017.06.048  0.68
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  0.8
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  0.56
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  0.68
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  0.84
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  0.8
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  0.8
2017 Zhang J, Zhang L, Xiang L, Shao Y, Wu G, Zhou X, Shen D, Wang Q. Brain Atlas Fusion from High-Thickness Diagnostic Magnetic Resonance Images by Learning-Based Super-Resolution. Pattern Recognition. 63: 531-541. PMID 29062159 DOI: 10.1016/j.patcog.2016.09.019  0.68
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  0.68
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  0.68
2017 Yang Z, Chen G, Shen D, Yap PT. Robust Fusion of Diffusion MRI Data for Template Construction. Scientific Reports. 7: 12950. PMID 29021588 DOI: 10.1038/s41598-017-13247-w  0.84
2017 Wu Z, Gao Y, Shi F, Ma G, Jewells V, Shen D. Segmenting hippocampal subfields from 3T MRI with multi-modality images. Medical Image Analysis. 43: 10-22. PMID 28961451 DOI: 10.1016/j.media.2017.09.006  0.84
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  0.84
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  0.56
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  0.44
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  0.68
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  0.8
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  0.84
2017 Zhang Y, Zhang H, Chen X, Lee SW, Shen D. Hybrid High-order Functional Connectivity Networks Using Resting-state Functional MRI for Mild Cognitive Impairment Diagnosis. Scientific Reports. 7: 6530. PMID 28747782 DOI: 10.1038/s41598-017-06509-0  0.68
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  0.8
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  0.84
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  0.52
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  0.68
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  0.48
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  0.44
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  0.68
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  0.8
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  0.8
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  0.8
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  0.56
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  0.84
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  0.52
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  0.84
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  0.8
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  0.84
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  0.84
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  0.84
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  0.8
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  0.48
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  0.68
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  0.8
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  0.84
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  0.8
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  0.68
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  0.52
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  0.84
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  0.84
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  0.8
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  0.68
2016 Zhang J, Liu M, An L, Gao Y, Shen D. Landmark-Based Alzheimer's Disease Diagnosis Using Longitudinal Structural MR Images. Bayesian and Graphical Models For Biomedical Imaging : First International Workshop, Bambi 2014, Cambridge, Ma, Usa, September 18, 2014, Revised Selected Papers. Bambi (Workshop) 2014 : Cambridge, Mass.). 10081: 35-45. PMID 28936489 DOI: 10.1007/978-3-319-61188-4_4  0.8
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  0.68
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  0.68
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  0.8
2016 Wu Z, Gao Y, Shi F, Jewells V, Shen D. Automatic Hippocampal Subfield Segmentation from 3T Multi-modality Images. Machine Learning in Medical Imaging. Mlmi (Workshop). 10019: 229-236. PMID 28603791 DOI: 10.1007/978-3-319-47157-0_28  0.84
2016 Kim M, Wu G, Rekik I, Shen D. Dual-Layer Groupwise Registration for Consistent Labeling of Longitudinal Brain Images. Machine Learning in Medical Imaging. Mlmi (Workshop). 10019: 69-76. PMID 28603790 DOI: 10.1007/978-3-319-47157-0_9  0.56
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  0.8
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  0.68
2016 Peng J, An L, Zhu X, Jin Y, Shen D. Structured Sparse Kernel Learning for Imaging Genetics Based Alzheimer's Disease Diagnosis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9901: 70-78. PMID 28580458 DOI: 10.1007/978-3-319-46723-8_9  0.44
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  0.44
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  0.8
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  0.56
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  0.84
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  0.84
2016 Nie D, Zhang H, Adeli E, Liu L, Shen D. 3D Deep Learning for Multi-modal Imaging-Guided Survival Time Prediction of Brain Tumor Patients. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9901: 212-220. PMID 28149967 DOI: 10.1007/978-3-319-46723-8_25  0.68
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  0.52
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  0.68
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  0.84
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  0.84
2016 Saghafi B, Chen G, Shi F, Yap PT, Shen D. Construction of Neonatal Diffusion Atlases via Spatio-Angular Consistency. Patch-Based Techniques in Medical Imaging : Second International Workshop, Patch-Mi 2016, Held in Conjunction With Miccai 2016, Athens, Greece, October 17, 2016, Proceedings. Patch-Mi (Workshop) (2nd : 2016 : Athens, Greece). 9993: 9-16. PMID 28070568 DOI: 10.1007/978-3-319-47118-1_2  0.84
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  0.84
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  0.84
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  0.52
2016 Song Y, Wu G, Bahrami K, Sun Q, Shen D. Progressive multi-atlas label fusion by dictionary evolution. Medical Image Analysis. 36: 162-171. PMID 27914302 DOI: 10.1016/j.media.2016.11.005  0.56
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  0.6
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  0.84
2016 Chen G, Zhang P, Li K, Wee CY, Wu Y, Shen D, Yap PT. Improving Estimation of Fiber Orientations in Diffusion MRI Using Inter-Subject Information Sharing. Scientific Reports. 6: 37847. PMID 27892534 DOI: 10.1038/srep37847  0.84
2016 Rekik I, Li G, Lin W, Shen D. Erratum to "Predicting Infant Cortical Surface Development Using a 4D Varifold-based Learning Framework and Local Topography-based Shape Morphing" [Med. Image Anal. 28 (2016)1-12]. Medical Image Analysis. 36: 1. PMID 27788448 DOI: 10.1016/j.media.2016.10.006  0.8
2016 Chen Y, Dhar R, Heitsch L, Ford A, Fernandez-Cadenas I, Carrera C, Montaner J, Lin W, Shen D, An H, Lee JM. Automated quantification of cerebral edema following hemispheric infarction: Application of a machine-learning algorithm to evaluate CSF shifts on serial head CTs. Neuroimage. Clinical. 12: 673-680. PMID 27761398 DOI: 10.1016/j.nicl.2016.09.018  0.8
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  0.52
2016 Zhang H, Chen X, Shi F, Li G, Kim M, Giannakopoulos P, Haller S, Shen D. Topographical Information-Based High-Order Functional Connectivity and Its Application in Abnormality Detection for Mild Cognitive Impairment. Journal of Alzheimer's Disease : Jad. PMID 27567817 DOI: 10.3233/JAD-160092  0.84
2016 Jiang W, Shi F, Liao J, Liu H, Wang T, Shen C, Shen H, Hu D, Wang W, Shen D. Disrupted functional connectome in antisocial personality disorder. Brain Imaging and Behavior. PMID 27541949 DOI: 10.1007/s11682-016-9572-z  0.52
2016 Zhao F, Qiao L, Shi F, Yap PT, Shen D. Feature fusion via hierarchical supervised local CCA for diagnosis of autism spectrum disorder. Brain Imaging and Behavior. PMID 27535871 DOI: 10.1007/s11682-016-9587-5  0.84
2016 Huang L, Jin Y, Gao Y, Thung KH, Shen D. Longitudinal clinical score prediction in Alzheimer's disease with soft-split sparse regression based random forest. Neurobiology of Aging. 46: 180-191. PMID 27500865 DOI: 10.1016/j.neurobiolaging.2016.07.005  0.52
2016 Qiao L, Zhang H, Kim M, Teng S, Zhang L, Shen D. Estimating functional brain networks by incorporating a modularity prior. Neuroimage. PMID 27485752 DOI: 10.1016/j.neuroimage.2016.07.058  0.52
2016 Wu H, Chen G, Jin Y, Shen D, Yap PT. Embarrassingly Parallel Acceleration of Global Tractography via Dynamic Domain Partitioning. Frontiers in Neuroinformatics. 10: 25. PMID 27468263 DOI: 10.3389/fninf.2016.00025  0.84
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  0.84
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  0.52
2016 Zhang J, Gao Y, Gao Y, Munsell B, Shen D. Detecting Anatomical Landmarks for Fast Alzheimer's Disease Diagnosis. Ieee Transactions On Medical Imaging. PMID 27333602 DOI: 10.1109/TMI.2016.2582386  0.8
2016 Chen G, Liu Y, Shen D, Kosorok MR. Composite large margin classifiers with latent subclasses for heterogeneous biomedical data. Statistical Analysis and Data Mining. 9: 75-88. PMID 27326311 DOI: 10.1002/sam.11300  0.76
2016 Adeli E, Shi F, An L, Wee CY, Wu G, Wang T, Shen D. Joint feature-sample selection and robust diagnosis of Parkinson's disease from MRI data. Neuroimage. PMID 27296013 DOI: 10.1016/j.neuroimage.2016.05.054  0.52
2016 Wang T, Shi F, Jin Y, Jiang W, Shen D, Xiao S. Abnormal Changes of Brain Cortical Anatomy and the Association with Plasma MicroRNA107 Level in Amnestic Mild Cognitive Impairment. Frontiers in Aging Neuroscience. 8: 112. PMID 27242521 DOI: 10.3389/fnagi.2016.00112  0.84
2016 Zhang P, Wu G, Gao Y, Yap PT, Shen D. A dynamic tree-based registration could handle possible large deformations among MR brain images. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 52: 1-7. PMID 27235894 DOI: 10.1016/j.compmedimag.2016.04.005  0.52
2016 An L, Zhang P, Adeli-M E, Wang Y, Ma G, Shi F, Lalush D, Lin W, Shen D. Multi-level Canonical Correlation Analysis for Standard-dose PET Image Estimation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 27187957 DOI: 10.1109/TIP.2016.2567072  0.52
2016 Wang Y, Ma G, An L, Shi F, Zhang P, Wu X, Zhou J, Shen D. Semi-Supervised Tripled Dictionary Learning for Standard-dose PET Image Prediction using Low-dose PET and Multimodal MRI. Ieee Transactions On Bio-Medical Engineering. PMID 27187939 DOI: 10.1109/TBME.2016.2564440  0.84
2016 Chen X, Zhang H, Gao Y, Wee CY, Li G, Shen D. High-order resting-state functional connectivity network for MCI classification. Human Brain Mapping. PMID 27144538 DOI: 10.1002/hbm.23240  0.8
2016 Rekik I, Li G, Lin W, Shen D. Multidirectional and Topography-based Dynamic-scale Varifold Representations with Application to Matching Developing Cortical Surfaces. Neuroimage. PMID 27138207 DOI: 10.1016/j.neuroimage.2016.04.037  0.72
2016 Jie B, Liu M, Liu J, Zhang D, Shen D. Temporally-Constrained Group Sparse Learning for Longitudinal Data Analysis in Alzheimer's Disease. Ieee Transactions On Bio-Medical Engineering. PMID 27093313 DOI: 10.1109/TBME.2016.2553663  0.52
2016 Cheng JZ, Ni D, Chou YH, Qin J, Tiu CM, Chang YC, Huang CS, Shen D, Chen CM. Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans. Scientific Reports. 6: 24454. PMID 27079888 DOI: 10.1038/srep24454  0.72
2016 Jie B, Wee CY, Shen D, Zhang D. Hyper-connectivity of functional networks for brain disease diagnosis. Medical Image Analysis. 32: 84-100. PMID 27060621 DOI: 10.1016/j.media.2016.03.003  0.52
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  0.84
2016 Zhang Y, Shi F, Yap PT, Shen D. Detail-preserving construction of neonatal brain atlases in space-frequency domain. Human Brain Mapping. PMID 26987787 DOI: 10.1002/hbm.23160  0.72
2016 Wang T, Shi F, Jin Y, Yap PT, Wee CY, Zhang J, Yang C, Li X, Xiao S, Shen D. Multilevel Deficiency of White Matter Connectivity Networks in Alzheimer's Disease: A Diffusion MRI Study with DTI and HARDI Models. Neural Plasticity. 2016: 2947136. PMID 26881100 DOI: 10.1155/2016/2947136  0.72
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 Wang L, Gao Y, Shi F, Li G, Chen KC, Tang Z, Xia JJ, Shen D. Automated segmentation of dental CBCT image with prior-guided sequential random forests. Medical Physics. 43: 336. PMID 26745927 DOI: 10.1118/1.4938267  0.72
2016 Wang Y, Zhang P, An L, Ma G, Kang J, Shi F, Wu X, Zhou J, Lalush DS, Lin W, Shen D. Predicting standard-dose PET image from low-dose PET and multimodal MR images using mapping-based sparse representation. Physics in Medicine and Biology. 61: 791-812. PMID 26732849 DOI: 10.1088/0031-9155/61/2/791  0.72
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
2015 Meng Y, Li G, Lin W, Gilmore JH, Shen D. Cortical Surface-Based Construction of Individual Structural Network with Application to Early Brain Development Study. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9351: 560-568. PMID 27169140 DOI: 10.1007/978-3-319-24574-4_67  0.52
2015 Li G, Wang L, Gilmore JH, Lin W, Shen D. Parcellation of Infant Surface Atlas Using Developmental Trajectories of Multidimensional Cortical Attributes. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9351: 543-550. PMID 27169139 DOI: 10.1007/978-3-319-24574-4_65  0.52
2015 Zhang Y, Shi F, Yap PT, Shen D. Space-Frequency Detail-Preserving Construction of Neonatal Brain Atlases. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9350: 255-262. PMID 27169138 DOI: 10.1007/978-3-319-24571-3_31  0.84
2015 Rekik I, Li G, Lin W, Shen D. Topography-Based Registration of Developing Cortical Surfaces in Infants Using Multidirectional Varifold Representation. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9350: 230-237. PMID 27169137 DOI: 10.1007/978-3-319-24571-3_28  0.8
2015 Liu M, Zhang D, Shen D. Inherent Structure-Guided Multi-view Learning for Alzheimer's Disease and Mild Cognitive Impairment Classification. Machine Learning in Medical Imaging. Mlmi (Workshop), Author. 9352: 296-303. PMID 27088137 DOI: 10.1007/978-3-319-24888-2_36  0.52
2015 Thung KH, Yap PT, Adeli-M E, Shen D. Joint Diagnosis and Conversion Time Prediction of Progressive Mild Cognitive Impairment (pMCI) Using Low-Rank Subspace Clustering and Matrix Completion. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9351: 527-534. PMID 27054201 DOI: 10.1007/978-3-319-24574-4_63  0.84
2015 Gao Y, Adeli-M E, Kim M, Giannakopoulos P, Haller S, Shen D. Medical Image Retrieval Using Multi-graph Learning for MCI Diagnostic Assistance. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9350: 86-93. PMID 27054200 DOI: 10.1007/978-3-319-24571-3_11  0.8
2015 Suk HI, Lee SW, Shen D. A Hybrid of Deep Network and Hidden Markov Model for MCI Identification with Resting-State fMRI. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9349: 573-580. PMID 27054199 DOI: 10.1007/978-3-319-24553-9_70  0.48
2015 Ge H, Wu G, Wang L, Gao Y, Shen D. Hierarchical Multi-modal Image Registration by Learning Common Feature Representations. Machine Learning in Medical Imaging. Mlmi (Workshop), Author. 9352: 203-211. PMID 26913296 DOI: 10.1007/978-3-319-24888-2_25  1
2015 Jin Y, Wee CY, Shi F, Thung KH, Yap PT, Shen D. Identification of Infants at Risk for Autism Using Multi-parameter Hierarchical White Matter Connectomes. Machine Learning in Medical Imaging. Mlmi (Workshop), Author. 9352: 170-177. PMID 26900607 DOI: 10.1007/978-3-319-24888-2_21  0.84
2015 Zhou L, Wang L, Liu L, Ogunbona P, Shen D. Learning Discriminative Bayesian Networks from High-dimensional Continuous Neuroimaging Data. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26731636 DOI: 10.1109/TPAMI.2015.2511754  1
2015 Zhu X, Suk HI, Wang L, Lee SW, Shen D. A novel relational regularization feature selection method for joint regression and classification in AD diagnosis. Medical Image Analysis. PMID 26674971 DOI: 10.1016/j.media.2015.10.008  1
2015 Shi F, Cheng J, Wang L, Yap PT, Shen D. LRTV: MR Image Super-Resolution With Low-Rank and Total Variation Regularizations. Ieee Transactions On Medical Imaging. 34: 2459-2466. PMID 26641727 DOI: 10.1109/TMI.2015.2437894  0.72
2015 Shi F, Cheng J, Wang L, Yap PT, Shen D. Longitudinal Guided Super-Resolution Reconstruction of Neonatal Brain MR Images. Spatio-Temporal Image Analysis For Longitudinal and Time-Series Image Data : Third International Workshop, Stia 2014, Held in Conjunction With Miccai 2014, Boston, Ma, Usa, September 18, 2014 : Revised Selected Papers / Stanley Durrlema.... 8682: 67-76. PMID 26640832 DOI: 10.1007/978-3-319-14905-9_6  1
2015 Zhang J, Gao Y, Wang L, Tang Z, Xia J, Shen D. Automatic Craniomaxillofacial Landmark Digitization via Segmentation-guided Partially-joint Regression Forest Model and Multi-scale Statistical Features. Ieee Transactions On Bio-Medical Engineering. PMID 26625402 DOI: 10.1109/TBME.2015.2503421  0.52
2015 Wang L, Ren Y, Gao Y, Tang Z, Chen KC, Li J, Shen SG, Yan J, Lee PK, Chow B, Xia JJ, Shen D. Estimating patient-specific and anatomically correct reference model for craniomaxillofacial deformity via sparse representation. Medical Physics. 42: 5809. PMID 26429255 DOI: 10.1118/1.4929974  1
2015 Huynh T, Gao Y, Kang J, Wang L, Zhang P, Lian J, Shen D. Estimating CT Image from MRI Data Using Structured Random Forest and Auto-context Model. Ieee Transactions On Medical Imaging. PMID 26241970 DOI: 10.1109/TMI.2015.2461533  0.72
2015 Shen D, Zhu H. Spatially Weighted Principal Component Regression for High-Dimensional Prediction. Information Processing in Medical Imaging : Proceedings of the ... Conference. 24: 758-69. PMID 26213452 DOI: 10.1007/978-3-319-19992-4_60  0.32
2015 Wu Y, Wu G, Wang L, Munsell BC, Wang Q, Lin W, Feng Q, Chen W, Shen D. Hierarchical and symmetric infant image registration by robust longitudinal-example-guided correspondence detection. Medical Physics. 42: 4174. PMID 26133617 DOI: 10.1118/1.4922393  0.52
2015 Li G, Wang L, Shi F, Gilmore JH, Lin W, Shen D. Construction of 4D high-definition cortical surface atlases of infants: Methods and applications. Medical Image Analysis. PMID 25980388 DOI: 10.1016/j.media.2015.04.005  0.52
2015 Wang L, Wee CY, Suk HI, Tang X, Shen D. MRI-based intelligence quotient (IQ) estimation with sparse learning. Plos One. 10: e0117295. PMID 25822851 DOI: 10.1371/journal.pone.0117295  1
2015 Wang L, Wee CY, Tang X, Yap PT, Shen D. Multi-task feature selection via supervised canonical graph matching for diagnosis of autism spectrum disorder. Brain Imaging and Behavior. PMID 25761828 DOI: 10.1007/s11682-015-9360-1  0.52
2015 Zhang W, Li R, Deng H, Wang L, Lin W, Ji S, Shen D. Deep convolutional neural networks for multi-modality isointense infant brain image segmentation. Neuroimage. 108: 214-24. PMID 25562829 DOI: 10.1016/j.neuroimage.2014.12.061  0.52
2014 Gao Y, Wang L, Shao Y, Shen D. Learning Distance Transform for Boundary Detection and Deformable Segmentation in CT Prostate Images. Machine Learning in Medical Imaging. Mlmi (Workshop). 8679: 93-100. PMID 30123893 DOI: 10.1007/978-3-319-10581-9_12  1
2014 Wu G, Shen D. Hierarchical label fusion with multiscale feature representation and label-specific patch partition Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 299-306. PMID 25333131  0.52
2014 Gao Y, Shen D. Context-aware anatomical landmark detection: Application to deformable model initialization in prostate CT images Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8679: 165-173.  0.52
2013 Nie X, Shen D. 2D sectional method correction in high strength steel rail panel's springback and compensation Zhongguo Jixie Gongcheng/China Mechanical Engineering. 24. DOI: 10.3969/j.issn.1004-132X.2013.02.008  0.32
2013 Shen D. Implied author, authorial audience, and context: Form and history in neo-aristotelian rhetorical theory Narrative. 21: 140-158. DOI: 10.1353/nar.2013.0006  0.4
2013 Shen D. Covert progression behind plot development: Katherine Mansfield's "The Fly" Poetics Today. 34: 147-175. DOI: 10.1215/03335372-2017276  0.4
2013 Shen D. What is "covert progression" and how to uncover it? Foreign Literature Studies. 35: 47-53.  0.4
2012 Shen D. Stylistics in China in the new century Language and Literature. 21: 93-105. DOI: 10.1177/0963947011432054  0.4
2011 Zhang D, Shen D. Semi-supervised multimodal classification of Alzheimer's disease Proceedings - International Symposium On Biomedical Imaging. 1628-1631. DOI: 10.1109/ISBI.2011.5872715  0.52
2011 Shen D. Language peculiarities and challenges to universal narrative poetics Analyzing World Fiction: New Horizons in Narrative Theory. 17-32.  0.4
2011 Shen D. Neo-aristotelian rhetorical narrative study: Need for integrating style, context and intertext Style. 45: 576-597.  0.4
2011 Shen D. What is the implied author? Style. 45.  0.4
2010 Shen D. Implied author, overall consideration, and subtext of "Dé sirée's Baby" Poetics Today. 31: 285-311. DOI: 10.1215/03335372-2009-021  0.4
2010 Shen D. "Overall-extended close reading" and subtexts of short stories English Studies. 91: 150-169. DOI: 10.1080/00138380903355163  0.4
2010 Shen D. Literary cognition: Particular context versus conventional context Foreign Literature Studies. 32: 122-128.  0.4
2009 Shen DG. In an efforts of understanding of neuropathy associated with dermatomyositis and polymyositis Chinese Journal of Neurology. 42: 582-584. DOI: 10.3760/cma.j.issn.1006-7876.2009.09.003  1
2009 Shen D. Non-ironic turning ironic contextually: Multiple context-determined irony in "the Story of an Hour" Journal of Literary Semantics. 38: 115-130. DOI: 10.1515/jlse.2009.007  0.4
2009 Fan Y, Shen D. Integrated feature extraction and selection for neuroimage classification Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7259. DOI: 10.1117/12.811781  0.52
2009 Shen D. Fast image registration by hierarchical soft correspondence detection Pattern Recognition. 42: 954-961. DOI: 10.1016/j.patcog.2008.08.032  0.52
2008 Shi Y, Shen D. Hierarchical shape statistical model for segmentation of lung fields in chest radiographs Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11: 417-424. PMID 18979774  0.52
2008 Shen D. Edgar Allan Poe's aesthetic theory, the insanity debate, and the ethically oriented dynamics of "the Tell-Tale Heart" Nineteenth-Century Literature. 63: 321-345. DOI: 10.1525/ncl.2008.63.3.321  0.4
2007 Shen D. Internal contrast and double decoding: Transitivity in Hughes's "On the Road" Journal of Literary Semantics. 36: 53-70. DOI: 10.1515/JLS.2007.003  0.4
2007 Shen D, Xu D. Intratextuality, extratextuality, intertextuality: Unreliability in autobiography versus fiction Poetics Today. 28: 43-87. DOI: 10.1215/03335372-2006-015  0.4
2007 Xue Z, Shen D. Statistically-constrained deformable registration of MR brain images 2007 4th Ieee International Symposium On Biomedical Imaging: From Nano to Macro - Proceedings. 25-28. DOI: 10.1109/ISBI.2007.356779  0.52
2007 Shen D. Image registration by local histogram matching Pattern Recognition. 40: 1161-1172. DOI: 10.1016/j.patcog.2006.08.012  0.52
2007 Shen D. What Narratology and Stylistics Can Do for Each Other A Companion to Narrative Theory. 136-149. DOI: 10.1002/9780470996935.ch9  0.4
2007 Shen D. Booth's The Rhetoric of Fiction and China's critical context Narrative. 15: 167-186.  0.4
2007 Shen D. "Overall close-reading" and deeper-level meaning: a reinterpretation of Crane's "An Episode of War" Foreign Literature Studies. 29: 31-42.  0.4
2006 Shen D. Subverting surface and doubling irony: Subtexts of Mansfield's "Revelations" and others English Studies. 87: 191-209. DOI: 10.1080/10298430500533186  0.4
2005 Shen D. Narratology in China and in the West Foreign Literature Studies. 27: 110-113.  0.4
2005 Shen D. Why contextual and formal narratologies need each other Jnt-Journal of Narrative Theory. 35: 141-171.  0.4
2005 Shen D. How stylisticians draw on narratology: Approaches, advantages and disadvantages Style. 39.  0.4
2005 Ji Y, Shen D. Transitivity, indirection, and redemption in Sheila Watson's the double hook Style. 39.  0.4
2004 Shen D. Image registration by hierarchical matching of local spatial intensity histograms Lecture Notes in Computer Science. 3216: 582-590.  0.52
2004 Shen D. 4D image warping for measurement of longitudinal brain changes 2004 2nd Ieee International Symposium On Biomedical Imaging: Macro to Nano. 1: 904-907.  0.52
2004 Shen DG. Some points on diagnosis and treatment of periodic paralysis Chinese Journal of Neurology. 37: 193-195.  1
2003 Shen D. What do temporal antinomies do to the story-discourse distinction?: A reply to Brian Richardson's response Narrative. 11: 237-241.  0.4
2003 Shen DG. Some factors in routine treatment of polymyositis and dermatomyositis Chinese Journal of Neurology. 36: 163-165.  1
2002 Wang S, Shen D. Association between dystrophin and neuronal nitric oxide synthase in muscles of progressive muscular dystrophy Zhonghua Yi Xue Za Zhi. 82: 155-157. PMID 11953148  1
2002 Shen D. The future of literary theories: Exclusion, complementarity, pluralism Ariel. 33: 159-180.  0.4
2002 Shen D. Defense and challenge: Reflections on the relation between story and discourse Narrative. 10: 222-243.  0.4
2001 Wang S, Shen D. The use of sarcoglycan in diagnostic tests for sarcoglycanopaties Chinese Journal of Neurology. 34: 225-227.  1
2000 Da Y, Shen D. A new mutation in the connexin 32 gene was found in Charcot-Marie-Tooth disease in Chinese patients Chinese Journal of Medical Genetics. 17: 316-318. PMID 11024208  1
2000 Shen D. The development of stylistics in China Language and Literature. 9: 182-184. DOI: 10.1177/096394700000900206  0.4
2000 Shen D, Davatzikos C. An adaptive-focus deformable model using statistical and geometric information Ieee Transactions On Pattern Analysis and Machine Intelligence. 22: 906-913. DOI: 10.1109/34.868689  0.52
2000 Gu Q, Shen D. Formation of Stereocomplexes in Atactic Poly(methyl methacrylate) Studied by FTIR Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis. 20: 605.  1
2000 Shen D, Kobayashi T. Periodically poled MgO:LiNbO3 optical parametric oscillator pumped by a single-frequency passively Q-switched microchip Nd:YAG laser Pacific Rim Conference On Lasers and Electro-Optics, Cleo - Technical Digest. 425.  1
2000 Gu Q, Shen D. Formation of Stereocomplexes in Atactic Poly(methyl methacrylate) Studied by FTIR Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis. 20: 605.  1
2000 Da Y, Shen D. Detection of duplication in Charcot-Marie-Tooth disease type 1A Chinese Journal of Neurology. 33: 238-240.  1
1999 Zhang Q, Shen D. Numerical calculation of gate-line delay in very large active matrix liquid crystal display with via holes Ieee Transactions On Circuits and Systems I: Fundamental Theory and Applications. 46: 435-441. DOI: 10.1109/81.754844  0.36
1999 Zhang W, Shen D. Non-isothermal crystallization behavior of poly(ethylene terephthate) Acta Polymerica Sinica. 447-448.  1
1998 Zhang W, Shen D. The effects of thermal histories on crystallization of poly(ethylene terephthalate) Polymer Journal. 30: 311-314.  1
1997 Wang Y, Shen D. Effects of mechanical deformation on endothermic peaks in aged amorphous poly(ethylene terephthalate) Polymer Journal. 29: 860-863.  1
1996 Shen J, Shen D. Orthogonal Legendre moments and their calculation Proceedings - International Conference On Pattern Recognition. 2: 241-245. DOI: 10.1109/ICPR.1996.546825  0.36
1993 Cai S, Shen D. A study of Ca2+-ATPase activity of erythrocyte membrane in Duchenne muscular dystrophy and the effect of bifendate (BFD) on the enzyme Chinese Journal of Neurology and Psychiatry. 26: 72-74.  1
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