| Joint detection and clinical score prediction in Parkinson's disease via multi-modal sparse learning H Lei, Z Huang, J Zhang, Z Yang, EL Tan, F Zhou, B Lei Expert Systems with Applications 80, 284-296, 2017 | 47 | 2017 |
| Adaptive sparse learning using multi-template for neurodegenerative disease diagnosis B Lei, Y Zhao, Z Huang, X Hao, F Zhou, A Elazab, J Qin, H Lei Medical Image Analysis 61, 101632, 2020 | 37 | 2020 |
| Parkinson's disease diagnosis via joint learning from multiple modalities and relations H Lei, Z Huang, F Zhou, A Elazab, EL Tan, H Li, J Qin, B Lei IEEE Journal of Biomedical and Health Informatics 23 (4), 1437-1449, 2018 | 33 | 2018 |
| Parkinson’s disease classification and clinical score regression via united embedding and sparse learning from longitudinal data Z Huang, H Lei, G Chen, AF Frangi, Y Xu, A Elazab, J Qin, B Lei IEEE Transactions on Neural Networks and Learning Systems 33 (8), 3357-3371, 2021 | 25 | 2021 |
| Multi-center sparse learning and decision fusion for automatic COVID-19 diagnosis Z Huang, H Lei, G Chen, H Li, C Li, W Gao, Y Chen, Y Wang, H Xu, G Ma, ... Applied Soft Computing 115, 108088, 2022 | 10 | 2022 |
| Joint regression and classification via relational regularization for Parkinson’s disease diagnosis H Lei, Z Huang, T Han, Q Luo, Y Cai, G Liu, B Lei Technology and Health Care 26 (S1), 19-30, 2018 | 8 | 2018 |
| Longitudinal and multi-modal data learning via joint embedding and sparse regression for Parkinson’s disease diagnosis H Lei, Z Huang, A Elazab, H Li, B Lei Machine Learning in Medical Imaging: 9th International Workshop, MLMI 2018 …, 2018 | 6 | 2018 |
| Parkinson's Disease Classification with Self-supervised Learning and Attention Mechanism Y Zhang, H Lei, Z Huang, Z Li, CM Liu, B Lei 2022 26th International Conference on Pattern Recognition (ICPR), 4601-4607, 2022 | 4 | 2022 |
| Longitudinal Feature Selection and Feature Learning for Parkinson's Disease Diagnosis and Prediction Z Huang, H Lei, S Li, X Xiao, EL Tan, B Lei 2020 25th International Conference on Pattern Recognition (ICPR), 5736-5743, 2021 | 4 | 2021 |
| Gene-related Parkinson's disease diagnosis via feature-based multi-branch octave convolution network H Lei, Y Zhang, H Li, Z Huang, CH Liu, F Zhou, EL Tan, X Xiao, Y Lei, ... Computers in Biology and Medicine 148, 105859, 2022 | 3 | 2022 |
| Attention-based Graph Neural Network for the Classification of Parkinson's Disease M Zhao, H Lei, Z Huang, Y Zhang, Z Li, CM Liu, B Lei 2022 26th International Conference on Pattern Recognition (ICPR), 4608-4614, 2022 | 3 | 2022 |
| Early diagnosis and clinical score prediction of Parkinson's disease based on longitudinal neuroimaging data H Lei, Y Lei, Z Chen, S Li, Z Huang, F Zhou, EL Tan, X Xiao, Y Lei, H Hu, ... Neural Computing and Applications 35 (22), 16429-16455, 2023 | 2 | 2023 |
| Template-oriented multi-task sparse low-rank learning for parkinson’s diseases diagnosis Z Chen, H Lei, Y Zhao, Z Huang, X Xiao, Y Lei, EL Tan, B Lei Predictive Intelligence in Medicine: Third International Workshop, PRIME …, 2020 | 2 | 2020 |
| Diagnosis of Parkinson’s Disease in Genetic Cohort Patients via Stage-Wise Hierarchical Deep Polynomial Ensemble Learning H Lei, H Li, A Elazab, X Song, Z Huang, B Lei Predictive Intelligence in Medicine: Second International Workshop, PRIME …, 2019 | 2 | 2019 |
| Multi-classification of Parkinson's Disease via Sparse Low-Rank Learning H Lei, Y Zhao, Z Huang, F Zhou, L Huang, B Lei 2018 24th International Conference on Pattern Recognition (ICPR), 3268-3272, 2018 | 2 | 2018 |
| Longitudinal and multi-modal data learning for Parkinson's disease diagnosis Z Huang, H Lei, Y Zhao, F Zhou, J Yan, A Elazab, B Lei 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 1 | 2018 |
| Latent Space Learning and Feature Learning using Multi-template for Multi-classification of Alzheimer's Disease Z Chen, H Lei, Z Huang, B Lei 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | | 2021 |
| Unsupervised Feature Selection via Adaptive Embedding and Sparse Learning for Parkinson’s Disease Diagnosis Z Huang, H Lei, G Chen, S Li, H Li, A Elazab, B Lei Connectomics in NeuroImaging: Third International Workshop, CNI 2019, Held …, 2019 | | 2019 |
