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IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|July 6, 2017
Detecting Anatomical Landmarks From Limited Medical Imaging Data Using Two-Stage Task-Oriented Deep Neural NetworksJun Zhang, Mingxia Liu, Dinggang Shen
IEEE Transactions on Cybernetics|April 2, 2019
Weakly Supervised Deep Learning for Brain Disease Prognosis Using MRI and Incomplete Clinical ScoresMingxia Liu, Jun Zhang, Chunfeng Lian, et al.
IEEE Transactions on Bio-Medical Engineering|September 18, 2018
Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease DiagnosisMingxia Liu, Jun Zhang, Ehsan Adeli, et al.
Medical Image Analysis|November 7, 2017
Landmark-based deep multi-instance learning for brain disease diagnosisMingxia Liu, Jun Zhang, Ehsan Adeli, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|December 25, 2018
Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRIChunfeng Lian, Mingxia Liu, Jun Zhang, et al.
Medical Image Computing and Computer-Assisted Intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention|May 15, 2018
Deep Multi-Task Multi-Channel Learning for Joint Classification and Regression of Brain StatusMingxia Liu, Jun Zhang, Ehsan Adeli, et al.
Medical Image Analysis|November 30, 2016
View-aligned hypergraph learning for Alzheimer's disease diagnosis with incomplete multi-modality dataMingxia Liu, Jun Zhang, Pew-Thian Yap, et al.
Medical Image Computing and Computer-Assisted Intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention|January 10, 2017
Diagnosis of Alzheimer's Disease Using View-Aligned Hypergraph Learning with Incomplete Multi-modality DataMingxia Liu, Jun Zhang, Pew-Thian Yap, et al.
Medical Image Computing and Computer-Assisted Intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention|August 14, 2018
Semi-supervised Hierarchical Multimodal Feature and Sample Selection for Alzheimer's Disease DiagnosisLe An, Ehsan Adeli, Mingxia Liu, et al.
Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging : MICCAI 2016 International Workshop, MCV and BAMBI, Athens, Greece, October 21, 2016 : Revised Selected Papers|September 23, 2017
Landmark-Based Alzheimer's Disease Diagnosis Using Longitudinal Structural MR ImagesJun Zhang, Mingxia Liu, Le An, et al.
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