| Deep learning framework for Alzheimer’s disease diagnosis via 3D-CNN and FSBi-LSTM C Feng, A Elazab, P Yang, T Wang, F Zhou, H Hu, X Xiao, B Lei IEEE Access 7, 63605-63618, 2019 | 229 | 2019 |
| Relational-regularized discriminative sparse learning for Alzheimer’s disease diagnosis B Lei, P Yang, T Wang, S Chen, D Ni IEEE transactions on cybernetics 47 (4), 1102-1113, 2017 | 112 | 2017 |
| Predicting clinical scores for Alzheimer’s disease based on joint and deep learning B Lei, E Liang, M Yang, P Yang, F Zhou, EL Tan, Y Lei, CM Liu, T Wang, ... Expert Systems with Applications 187, 115966, 2022 | 82 | 2022 |
| Deep and joint learning of longitudinal data for Alzheimer's disease prediction B Lei, M Yang, P Yang, F Zhou, W Hou, W Zou, X Li, T Wang, X Xiao, ... Pattern Recognition 102, 107247, 2020 | 80 | 2020 |
| Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease B Lei, N Cheng, AF Frangi, EL Tan, J Cao, P Yang, A Elazab, J Du, Y Xu, ... Medical image analysis 61, 101652, 2020 | 66 | 2020 |
| Fused sparse network learning for longitudinal analysis of mild cognitive impairment P Yang, F Zhou, D Ni, Y Xu, S Chen, T Wang, B Lei IEEE transactions on cybernetics 51 (1), 233-246, 2019 | 64 | 2019 |
| Multi-scale enhanced graph convolutional network for mild cognitive impairment detection B Lei, Y Zhu, S Yu, H Hu, Y Xu, G Yue, T Wang, C Zhao, S Chen, P Yang, ... Pattern Recognition 134, 109106, 2023 | 49 | 2023 |
| Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation F Huang, EL Tan, P Yang, S Huang, L Ou-Yang, J Cao, T Wang, B Lei Medical image analysis 63, 101662, 2020 | 31 | 2020 |
| 3D convolutional neural network and stacked bidirectional recurrent neural network for Alzheimer’s disease diagnosis C Feng, A Elazab, P Yang, T Wang, B Lei, X Xiao PRedictive Intelligence in MEdicine: First International Workshop, PRIME …, 2018 | 31 | 2018 |
| Neuroimaging retrieval via adaptive ensemble manifold learning for brain disease diagnosis B Lei, P Yang, Y Zhuo, F Zhou, D Ni, S Chen, X Xiao, T Wang IEEE journal of biomedical and health informatics 23 (4), 1661-1673, 2018 | 23 | 2018 |
| Federated Domain Adaptation via Transformer for Multi-site Alzheimer’s Disease Diagnosis B Lei, Y Zhu, E Liang, P Yang, S Chen, H Hu, H Xie, Z Wei, F Hao, X Song, ... IEEE Transactions on Medical Imaging, 2023 | 13 | 2023 |
| IFT-net: Interactive fusion transformer network for quantitative analysis of pediatric echocardiography C Zhao, W Chen, J Qin, P Yang, Z Xiang, AF Frangi, M Chen, S Fan, W Yu, ... Medical Image Analysis 82, 102648, 2022 | 13 | 2022 |
| Longitudinal study of early mild cognitive impairment via similarity-constrained group learning and self-attention based SBi-LSTM B Lei, Y Zhang, D Liu, Y Xu, G Yue, J Cao, H Hu, S Yu, P Yang, T Wang, ... Knowledge-Based Systems 254, 109466, 2022 | 11 | 2022 |
| Join and deep ensemble regression of clinical scores for alzheimer’s disease using longitudinal and incomplete data M Yang, P Yang, A Elazab, W Hou, X Li, T Wang, W Zou, B Lei 2018 40th annual international conference of the IEEE engineering in …, 2018 | 10 | 2018 |
| FIT-Net: feature interaction transformer network for pathologic myopia diagnosis S Chen, Z Wu, M Li, Y Zhu, H Xie, P Yang, C Zhao, Y Zhang, S Zhang, ... IEEE Transactions on Medical Imaging 42 (9), 2524-2538, 2023 | 8 | 2023 |
| Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network P Yang, C Zhao, Q Yang, Z Wei, X Xiao, L Shen, T Wang, B Lei, Z Peng Medical Image Analysis 75, 102244, 2022 | 7 | 2022 |
| Joint and long short-term memory regression of clinical scores for Alzheimer’s disease using longitudinal data M Yang, A Elazab, P Yang, Z Xia, T Wang, B Lei 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 5 | 2019 |
| Multi-task fused sparse learning for mild cognitive impairment identification P Yang, D Ni, S Chen, T Wang, D Wu, B Lei Technology and Health Care 26 (S1), 437-448, 2018 | 5 | 2018 |
| Hybrid federated learning with brain-region attention network for multi-center Alzheimer's disease detection B Lei, Y Liang, J Xie, Y Wu, E Liang, Y Liu, P Yang, T Wang, CM Liu, J Du, ... Pattern Recognition 153, 110423, 2024 | 4 | 2024 |
| Longitudinal analysis of mild cognitive impairment via sparse smooth network and attention-based stacked bi-directional long-short term memory D Liu, Y Xu, A Elazab, P Yang, W Wang, T Wang, B Lei 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1-4, 2020 | 4 | 2020 |
Baiying LeiDistinguished Professor of Shenzhen UniversityVerified email at email.unc.edu
