CASIA OpenIR

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A time-series augmentation method based on empirical mode decomposition and integrated LSTM neural network 会议论文
, Glasgow, 2022-07
Authors:  chenguang li;  hongjun yang;  long cheng
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Quantitative taxonomy of hand kinematics based on long short-term memory neural network 会议论文
, Bali, 2021-12
Authors:  chenguang li;  hongjun yang;  shiying sun;  long cheng
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面向脑卒中患者的手部运动功能智能化定量评价研究 学位论文
, 2022
Authors:  李晨光
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手部运动功能定量评价,运动学分析,数据增广,高斯混合模型,图卷 积网络  
Quantitative Assessment of Hand Motor Function for Post-Stroke Rehabilitation Based on HAGCN and Multimodality Fusion 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 2032-2041
Authors:  Li, Chenguang;  Yang, Hongjun;  Cheng, Long;  Huang, Fubiao;  Zhao, Shuang;  Li, Dongyue;  Yan, Ruxiu
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Hemorrhaging  Thumb  Stroke (medical condition)  Kinematics  Feature extraction  Wrist  Correlation  Hand motor function  quantitative assessment  multi-modality fusion  graph convolutional network  
Fugl-Meyer hand motor imagination recognition for brain-computer interfaces using only fNIRS 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 11
Authors:  Li, Chenguang;  Yang, Hongjun;  Cheng, Long
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Brain-computer interface  Functional near-infrared spectroscopy (fNIRS)  Motor imagery  Classification  Empirical mode decomposition  
An Automatic Rehabilitation Assessment System for Hand Function Based on Leap Motion and Ensemble Learning 期刊论文
CYBERNETICS AND SYSTEMS, 2020, 页码: 23
Authors:  Li, Chenguang;  Cheng, Long;  Yang, Hongjun;  Zou, Yongxiang;  Huang, Fubiao
Adobe PDF(2555Kb)  |  Favorite  |  View/Download:262/38  |  Submit date:2021/01/07
Automatic assessment  Brunnstrom assessment  ensemble learning  Fugl-Meyer assessment  hand function assessment  rehabilitation  Leap Motion