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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
Adobe PDF(18761Kb)
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View/Download:78/2
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Submit date:2022/12/23
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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View/Download:39/0
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Submit date:2022/09/19
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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Submit date:2021/03/01
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
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View/Download:60/0
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Submit date:2021/01/07
Automatic assessment
Brunnstrom assessment
ensemble learning
Fugl-Meyer assessment
hand function assessment
rehabilitation
Leap Motion