高密度阵列式表面肌电检测脑卒中后神经肌肉病变的新探索

61771444
2017
F0125.医学信息检测与处理
张旭
面上项目
副教授
中国科学技术大学
66万元
脑卒中;肌电信号;信号采集;高密度电极阵列;信号处理
2018-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 A Regression-Based Framework for Quantitative Assessment of Muscle Spasticity Using Combined EMG and Inertial Data From Wearable Sensors 期刊论文 Zhang Xu;Tang Xiao;Zhu Xiaofei;Gao Xiaoping;Chen Xiang;Chen Xun
2 Automatic Implementation of Progressive FastICA Peel-Off for High Density Surface EMG Decomposition 期刊论文 Chen Maoqi;Zhang Xu;Chen Xiang;Zhou Ping
3 Automatic Multichannel Intramuscular Electromyogram Decomposition: Progressive FastICA Peel-Off and Performance Validation 期刊论文 Chen Maoqi;Zhang Xu;Zhou Ping
4 数据处理方法及装置、电子设备 专利 张旭;喻斌;陈勋;吴乐;陈香
5 A Novel Validation Approach for High-Density Surface EMG Decomposition in Motor Neuron Disease 期刊论文 Chen Maoqi;Zhang Xu;Zhou Ping
6 Muscle Force Estimation Based on Neural Drive Information from Individual Motor Units 期刊论文 Zhang Xu;Zhu Ge;Chen Maoqi;Chen Xun;Chen Xiang;Zhou Ping
7 Surface Electromyographic Examination of Poststroke Neuromuscular Changes in Proximal and Distal Muscles Using Clustering Index Analysis 期刊论文 Tang Weidi;Zhang Xu;Tang Xiao;Cao Shuai;Gao Xiaoping;Chen Xiang
8 A Novel Interpretation of Sample Entropy in Surface Electromyographic Examination of Complex Neuromuscular Alternations in Subacute and Chronic Stroke 期刊论文 Tang Xiao;Zhang Xu;Gao Xiaoping;Chen Xiang;Zhou Ping
9 Decoding muscle force from individual motor unit activities using a twitch force model and hybrid neural networks 期刊论文 Li Xinhui;Zhang Xu;Tang Xiao;Chen Maoqi;Chen Xiang;Chen Xun;Liu Aiping
10 Decoding Muscle Force from Motor Unit Firings Using Encoder-Decoder Networks 期刊论文 Tang Xiao;Zhang Xu;Chen Maoqi;Chen Xiang;Chen Xun
11 一种基于微观神经驱动信息进行肌力估计的方法及装置 专利 张旭;朱葛;唐晓;李心慧;陈勋;陈香
12 Removal of Muscle Artifacts From the EEG: A Review and Recommendations 期刊论文 Chen Xun;Xu Xueyuan;Liu Aiping;Lee Soojin;Chen Xiang;Zhang Xu;McKeown Martin J;Wang Z Jane
13 Two-source validation of progressive FastICA peel-off for automatic surface EMG decomposition in human first dorsal interosseous muscle 期刊论文 Chen Maoqi;Zhang Xu;Lu Zhiyuan;Li Xiaoyan;Zhou Ping
14 Quantitative Assessment of Traumatic Upper-Limb Peripheral Nerve Injuries Using Surface Electromyography 期刊论文 Tang Weidi;Zhang Xu;Sun Yong;Yao Bo;Chen Xiang;Chen Xun;Gao Xiaoping
15 Model-Based Sensitivity Analysis of EMG Clustering Index With Respect to Motor Unit Properties: Investigating Post-Stroke FDI Muscle 期刊论文 Zhang Xu;Tang Xiao;Wei Zhongqing;Chen Xiang;Chen Xun
16 用于鲁棒肌电信号识别的数据增强方法 专利 张旭;罗同;吴乐;陈香;陈勋
17 Hybrid Encoder-Decoder Deep Networks for Decoding Neural Drive Information towards Precise Muscle Force Estimation 会议论文 Tang Xiao;Chen Maoqi;Chen Xun;Chen Xiang;Zhang Xu
18 Spatial filtering for enhanced high-density surface electromyographic examination of neuromuscular changes and its application to spinal cord injury 期刊论文 Zhang Xu;Li Xinhui;Tang Xiao;Chen Xun;Chen Xiang;Zhou Ping
19 Examining and monitoring paretic muscle changes during stroke rehabilitation using surface electromyography: A pilot study 期刊论文 Zhu Ge;Zhang Xu;Tang Xiao;Chen Xiang;Gao Xiaoping
20 中国工程前沿杰出青年学者 奖励 张旭
21 2019中国康复辅助器具创新设计大赛创意组二等奖 奖励 电子科学与技术系
22 “2019-2020年度”司法鉴定优秀论文 奖励 汤纬地;张旭;孙勇
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