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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：288/46  |  提交时间：2020/06/22
Post-stroke hemiparesis  upper limb functional assessment  motor synergies  multi-modality fusion  motion capture technology  electromyography (EMG)  
An intelligent learning approach for improving ECG signal classification and arrhythmia analysis 期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2020, 卷号: 103, 页码: 14
作者:  Sangaiah, Arun Kumar;  Arumugam, Maheswari;  Bian, Gui-Bin
收藏  |  浏览/下载：337/0  |  提交时间：2020/06/02
ECG  Noise suppression  Baseline wander (BW)  Power line interference (PLI)  Electromyography (EMG)  Signal to noise ratio (SNR)  Devoted wavelet  Feature extraction  HMM (Hidden Markov Model)  Cardiac arrhythmia  
SEMG Feature Extraction Based on Stockwell Transform Improves Hand Movement Recognition Accuracy 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 20, 页码: 15
作者:  She, Haotian;  Zhu, Jinying;  Tian, Ye;  Wang, Yanchao;  Yokoi, Hiroshi;  Huang, Qiang
收藏  |  浏览/下载：176/0  |  提交时间：2020/03/30
surface EMG signal  feature extraction  Stockwell transform  hand movement recognition  
Simultaneous Recognition and Assessment of Post-Stroke Hemiparetic Gait by Fusing Kinematic, Kinetic, and Electrophysiological Data 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2018, 卷号: 26, 期号: 4, 页码: 856-864
作者:  Cui, Chengkun;  Bian, Gui-Bin;  Hou, Zeng-Guang;  Zhao, Jun;  Su, Guodong;  Zhou, Hao;  Peng, Liang;  Wang, Weiqun
浏览  |  Adobe PDF(1281Kb)  |  收藏  |  浏览/下载：474/144  |  提交时间：2018/05/30
Post-stroke Hemiparesis  Gait Analysis  Multimodalfusion  Marker Trajectory (Mt)  Ground Reaction Force (Grf)  Electromyogram (Emg)  
iLeg- A Lower Limb Rehabilitation Robot: A Proof of Concept 期刊论文
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2016, 卷号: 46, 期号: 5, 页码: 761-768
作者:  Zhang, Feng;  Hou, Zeng-Guang;  Cheng, Long;  Wang, Weiqun;  Chen, Yixiong;  Hu, Jin;  Peng, Liang;  Wang, Hongbo;  Zeng-Guang Hou
浏览  |  Adobe PDF(1195Kb)  |  收藏  |  浏览/下载：562/216  |  提交时间：2016/10/27
Active Training  Electromyography (Emg)  Rehabilitation Robot  Spinal Cord Injury (Sci)  
A real-time EMG pattern recognition method for virtual myoelectric hand control 期刊论文
NEUROCOMPUTING, 2014, 卷号: 136, 期号: 1, 页码: 345-355
作者:  Xing, Kexin;  Yang, Peipei;  Huang, Jian;  Wang, Yongji;  Zhu, Quanmin
浏览  |  Adobe PDF(1882Kb)  |  收藏  |  浏览/下载：469/182  |  提交时间：2015/09/18
Emg  Real-time Pattern Recognition  Wavelet Packet  Non-parametric Weighted Feature Extraction  Svm