A survey on deep learning for neuroimaging-based brain disorder analysis L Zhang, M Wang, M Liu, D Zhang Frontiers in neuroscience 14, 779, 2020 | 203 | 2020 |
Identifying autism spectrum disorder with multi-site fMRI via low-rank domain adaptation M Wang, D Zhang, J Huang, PT Yap, D Shen, M Liu IEEE transactions on medical imaging 39 (3), 644-655, 2019 | 178 | 2019 |
A mutual multi-scale triplet graph convolutional network for classification of brain disorders using functional or structural connectivity D Yao, J Sui, M Wang, E Yang, Y Jiaerken, N Luo, PT Yap, M Liu, D Shen IEEE transactions on medical imaging 40 (4), 1279-1289, 2021 | 146 | 2021 |
Hypergraph based multi-task feature selection for multimodal classification of Alzheimer's disease W Shao, Y Peng, C Zu, M Wang, D Zhang, ... Computerized Medical Imaging and Graphics 80, 101663, 2020 | 131 | 2020 |
Spatial-temporal dependency modeling and network hub detection for functional MRI analysis via convolutional-recurrent network M Wang, C Lian, D Yao, D Zhang, M Liu, D Shen IEEE Transactions on Biomedical Engineering 67 (8), 2241-2252, 2019 | 119 | 2019 |
Multi-task exclusive relationship learning for alzheimer’s disease progression prediction with longitudinal data M Wang, D Zhang, D Shen, M Liu Medical image analysis 53, 111-122, 2019 | 58 | 2019 |
Triplet graph convolutional network for multi-scale analysis of functional connectivity using functional MRI D Yao, M Liu, M Wang, C Lian, J Wei, L Sun, J Sui, D Shen Graph Learning in Medical Imaging: First International Workshop, GLMI 2019 …, 2019 | 56 | 2019 |
High-order feature learning for multi-atlas based label fusion: Application to brain segmentation with MRI L Sun, W Shao, M Wang, D Zhang, M Liu IEEE Transactions on Image Processing 29, 2702-2713, 2019 | 47 | 2019 |
Modeling dynamic characteristics of brain functional connectivity networks using resting-state functional MRI M Wang, J Huang, M Liu, D Zhang Medical image analysis 71, 102063, 2021 | 44 | 2021 |
Unsupervised cross-domain functional MRI adaptation for automated major depressive disorder identification Y Fang, M Wang, GG Potter, M Liu Medical image analysis 84, 102707, 2023 | 42 | 2023 |
Low-rank representation for multi-center autism spectrum disorder identification M Wang, D Zhang, J Huang, D Shen, M Liu International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 30 | 2018 |
SD-CNN: A static-dynamic convolutional neural network for functional brain networks J Huang, M Wang, H Ju, Z Shi, W Ding, D Zhang Medical Image Analysis 83, 102679, 2023 | 27 | 2023 |
Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification M Wang, J Huang, ML Liu, D Zhang AAAI 33, 1198-1205, 2019 | 25 | 2019 |
Coherent pattern in multi-layer brain networks: Application to epilepsy identification J Huang, Q Zhu, M Wang, L Zhou, Z Zhang, D Zhang IEEE journal of biomedical and health informatics 24 (9), 2609-2620, 2019 | 20 | 2019 |
Multiband decomposition and spectral discriminative analysis for motor imagery BCI via deep neural network P Wang, M Wang, Y Zhou, Z Xu, D Zhang Frontiers of Computer Science 16, 1-13, 2022 | 18 | 2022 |
A novel node-level structure embedding and alignment representation of structural networks for brain disease analysis J Huang, M Wang, X Xu, B Jie, D Zhang Medical Image Analysis 65, 101755, 2020 | 18 | 2020 |
Hierarchical structured sparse learning for schizophrenia identification M Wang, X Hao, J Huang, K Wang, L Shen, X Xu, D Zhang, M Liu Neuroinformatics 18, 43-57, 2020 | 17 | 2020 |
Automatic diagnosis of autism based on functional magnetic resonance imaging and elastic net W Liu, M Liu, D Yang, M Wang, T Tao 2020 IEEE 5th Information Technology and Mechatronics Engineering Conference …, 2020 | 16 | 2020 |
High-order Laplacian regularized low-rank representation for multimodal dementia diagnosis A Dong, Z Li, M Wang, D Shen, M Liu Frontiers in Neuroscience 15, 634124, 2021 | 12 | 2021 |
Consistent connectome landscape mining for cross-site brain disease identification using functional MRI M Wang, D Zhang, J Huang, M Liu, Q Liu Medical Image Analysis 82, 102591, 2022 | 8 | 2022 |