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Zhongwei Huang
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Year
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
392017
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
202018
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
162020
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, 2021
82021
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
82018
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
62022
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
International Workshop on Machine Learning in Medical Imaging, 310-318, 2018
42018
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
International Workshop on PRedictive Intelligence In MEdicine, 178-187, 2020
22020
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
22018
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
International Workshop on PRedictive Intelligence In MEdicine, 142-150, 2019
12019
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
2022
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
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
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
International Workshop on Connectomics in Neuroimaging, 1-9, 2019
2019
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
2018
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