Peng Yang
Peng Yang
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
Multi-template based auto-weighted adaptive structural learning for asd diagnosis
F Huang, P Yang, S Huang, L Ou-Yang, T Wang, B Lei
Machine Learning in Medical Imaging: 10th International Workshop, MLMI 2019 …, 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
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
Low rank self-calibrated brain network estimation and autoweighted centralized multi-task learning for early mild cognitive impairment diagnosis
N Cheng, A Elazab, P Yang, D Liu, S Yu, T Wang, B Lei
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
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
Spatial Similarity-Aware Learning and Fused Deep Polynomial Network for Detection of Obsessive-Compulsive Disorder
P Yang, Q Yang, Z Wei, L Shen, T Wang, Z Peng, B Lei
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
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