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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：53/16  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
Quantitative Assessment of Upper-Limb Motor Function for Post-Stroke Rehabilitation Based on Motor Synergy Analysis and Multi-Modality Fusion 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 4, 页码: 943-952
作者:  Wang, Chen;  Peng, Liang;  Hou, Zeng-Guang;  Li, Jingyue;  Zhang, Tong;  Zhao, Jun
Adobe PDF(2148Kb)  |  收藏  |  浏览/下载：348/58  |  提交时间：2020/06/22
Post-stroke hemiparesis  upper limb functional assessment  motor synergies  multi-modality fusion  motion capture technology  electromyography (EMG)  
sEMG-Based Torque Estimation for Robot-Assisted Lower Limb Rehabilitation 会议论文
Biomedical applications, Ireland, July 12-17, 2015
作者:  Peng, Long;  Hou, Zengguang;  Kasabov, Nikola;  Hu, Jin;  Peng, Liang;  Wang, Weiqun
Adobe PDF(267Kb)  |  收藏  |  浏览/下载：360/116  |  提交时间：2017/01/11
Emg  Torque Estimation  Rehabilitation Robot  
A Practical EMG-Driven Musculoskeletal Model for Dynamic Torque Estimation of Knee Joint 会议论文
Robotics and Biomimetics, Zhuhai, December 6-9, 2015
作者:  Peng, Long;  Hou, Zengguang;  Peng, Liang;  Wang, Weiqun
Adobe PDF(1522Kb)  |  收藏  |  浏览/下载：324/115  |  提交时间：2017/01/11
Emg  Musculoskeletal Model  Torque Estimation