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Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 4773-4780
Authors:  Fan, Chen-Chen;  Yang, Hongjun;  Zhang, Chutian;  Peng, Liang;  Zhou, Xiaohu;  Liu, Shiqi;  Chen, Sheng;  Hou, Zeng-Guang
Favorite  |  View/Download:7/0  |  Submit date:2024/07/03
Alzheimer's disease diagnosis  graph convolution network  plug-and-play  structural magnetic resonance imaging  
A Novel Approach to the Analysis of Altered Human Motor Synergistic Structures 会议论文
, Macau, China, November 9-11
Authors:  Jingyao Chen;  Chen Wang;  Ningcun Xu;  Zeng-Guang Hou;  Liang Peng;  Pingye Deng;  Pu Zhang;  Chutian Zhang
Adobe PDF(543Kb)  |  Favorite  |  View/Download:39/16  |  Submit date:2024/06/21
A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer's Disease Using Three Paradigms With Various Task Difficulties 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 卷号: 32, 页码: 1456-1465
Authors:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
Adobe PDF(10190Kb)  |  Favorite  |  View/Download:51/15  |  Submit date:2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
A Classification Framework Based on Multi-modal Features for Detection of Cognitive Impairments 会议论文
, Xi'an, 2022.12.16-2022.12.18
Authors:  Chen Sheng;  Xie Haiqun;  Yang Hongjun;  Fan Chenchen;  Hou Zeng-Guang;  Zhang Chutian
Adobe PDF(974Kb)  |  Favorite  |  View/Download:51/23  |  Submit date:2024/05/29
Mild cognitive impairment  EEG  Machine learning  
Muscle Synergy Analysis Based on NMF for Lower Limb Motor Function Assessment 会议论文
, Xishuangbanna, China, December 5-9, 2022
Authors:  Kexin Xiang;  Weiqun Wang;  Zeng-Guang Hou;  Chutian Zhang;  Jiaxing Wang;  Weiguo Shi;  Yuze Jiao;  Tianyu Lin
Adobe PDF(983Kb)  |  Favorite  |  View/Download:196/73  |  Submit date:2023/06/28