基于表面肌电和动力学参数的小儿脑瘫爬行运动模式及神经控制机理研究

61671417
2016
F0125.医学信息检测与处理
陈香
面上项目
副教授
中国科学技术大学
58万元
爬行;肌电信号;脑瘫;信号处理;功能检测
2017-01-01到2020-12-31
  • 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 An isometric muscle force estimation framework based on a high-density surface EMG array and an NMF algorithm 期刊论文 Huang Chengjun;Chen Xiang;Cao Shuai;Qiu Bensheng;Zhang Xu
2 A Novel HD-sEMG Preprocessing Method Integrating Muscle Activation Heterogeneity Analysis and Kurtosis-Guided Filtering for High-Accuracy Joint Force Estimation 期刊论文 Zhang Cong;Chen Xiang;Cao Shuai;Zhang Xu;Chen Xun
3 Elbow-flexion Force Estimation During Arm Posture Dynamically Changing Between Pronation and Supination 期刊论文 Ruochen Hu;Xiang Chen;Chengjun Huang;Shuai Cao;Lingfeng Xu;Xu Zhang
4 Quantitative Assessment of Lower Limbs Gross Motor Function in Children with Cerebral Palsy based on Surface EMG and Inertial Sensors 期刊论文 Xiang Chen;Qi Wu;Lu Tang;Shuai Cao;Xu Zhang;Xun Chen
5 Human hands-and-knees crawling movement analysis based on time-varying synergy and synchronous synergy theories 期刊论文 Li Teng;Chen Xiang;Cao Shuai;Zhang Xu;Chen Xun
6 Muscle Fatigue Analysis of the Deltoid during Three Head-Related Static Isometric Contraction Tasks 期刊论文 Cui Wenxiang;Chen Xiang;Cao Shuai;Zhang Xu
7 Heterogeneity Counts More than Power for HD-sEMG-Based Joint Force Estimation 会议论文 Cong Zhang;Xiang Chen;Xu Zhang
8 An Acceleration-Based Gait Assessment Method for Children with Cerebral Palsy 期刊论文 Chen Xiang;Liao Songmei;Cao Shuai;Wu De;Zhang Xu
9 A SEMG-Force Estimation Framework Based on a Fast Orthogonal Search Method Coupled with Factorization Algorithms 期刊论文 Chen Xiang;Yuan Yuan;Cao Shuai;Zhang Xu;Chen Xun
10 A Fatigue Involved Modification Framework for Force Estimation in Fatiguing Contraction 期刊论文 Lingfeng Xu;Xiang Chen;Shuai Cao;Xu Zhang
11 步态能力评估方法及装置 专利 廖松妹;陈香;张旭
12 Feasibility study of advanced neural networks applied to sEMG-based force estimation 期刊论文 Xu Lingfeng;Chen Xiang;Cao Shuai;Zhang Xu;Chen Xun
13 Assessment of Upper Limb Motor Dysfunction for Children with Cerebral Palsy Based on Muscle Synergy Analysis 期刊论文 Tang Lu;Chen Xiang;Cao Shuai;Wu De;Zhao Gang;Zhang Xu
14 Investifation on the Contributions of Different Muscles to tht Generated Force based on HD-sEMG and DBN 会议论文 Ruochen Hu;Xiang Chen;Shuai Cao;Xu Zhang;Xun Chen
15 Exploration of Chinese Sign Language Recognition Using Wearable Sensors Based on Deep Belief Net 期刊论文 Yu Yi;Xiang Chen;Cao Shuai;Zhang Xu;Chen Xun
16 Gait synergetic neuromuscular control in children with cerebral palsy at different gross motor function classification system levels 期刊论文 Yu Yi;Chen Xiang;Cao Shuai;Wu De;Zhang Xu;Chen Xun
17 Investigation of the Intra- and Inter-Limb Muscle Coordination of Hands-and-Knees Crawling in Human Adults by Means of Muscle Synergy Analysis 期刊论文 Chen Xiang;Niu Xiaocong;Wu De;Yu Yi;Zhang Xu
18 一种手势动作过程中肌肉空间激活模式提取和识别方法 专利 陈香;文庆庆;张旭;胡若晨
19 Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method 期刊论文 Xiang Chen;Yu Li;Ruochen Hu;Xu Zhang;Xun Chen
20 Investigation on Inter-Limb Coordination and Motion Stability, Intensity and Complexity of Trunk and Limbs during Hands-Knees Crawling in Human Adults 期刊论文 Ma Shenglan;Chen Xiang;Cao Shuai;Yu Yi;Zhang Xu
21 ICA-based muscle–tendon units localization and activation analysis during dynamic motion tasks 期刊论文 Xiang Chen;Shaoping Wang;Chengjun Huang;Shuai Cao;Xu Zhang
22 HD-sEMG-based research on activation heterogeneity of skeletal muscles and the joint force estimation during elbow flexion 期刊论文 Zhang Cong;Chen Xiang;Cao Shuai;Zhang Xu;Chen Xun
23 基于运动学和肌电特征的脑瘫爬行运动功能异常分析与评估 期刊论文 李亮亮;陈香
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