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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
作者:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
Adobe PDF(10190Kb)  |  收藏  |  浏览/下载：18/5  |  提交时间：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
作者:  Chen Sheng;  Xie Haiqun;  Yang Hongjun;  Fan Chenchen;  Hou Zeng-Guang;  Zhang Chutian
Adobe PDF(974Kb)  |  收藏  |  浏览/下载：17/7  |  提交时间：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
作者:  Kexin Xiang;  Weiqun Wang;  Zeng-Guang Hou;  Chutian Zhang;  Jiaxing Wang;  Weiguo Shi;  Yuze Jiao;  Tianyu Lin
Adobe PDF(983Kb)  |  收藏  |  浏览/下载：167/63  |  提交时间：2023/06/28