Ping Zhou

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 20

Top Topics

Pattern Recognition

Sensitivity Analysis

Top Venues

IEEE Trans. Biomed. Eng.

Int. J. Neural Syst.

IEEE J. Biomed. Health Informatics

Publications

Haowen Zhao, Xu Zhang, Maoqi Chen, Ping Zhou
Adaptive Online Decomposition of Surface EMG Using Progressive FastICA Peel-Off. IEEE Trans. Biomed. Eng. 71 (4) (2024)
Haowen Zhao, Xu Zhang, Maoqi Chen, Ping Zhou
Online Decomposition of Surface Electromyogram Into Individual Motor Unit Activities Using Progressive FastICA Peel-Off. IEEE Trans. Biomed. Eng. 71 (1) (2024)
Jinbao He, Yang Liu, Sheng Li, Ping Zhou, Yingchun Zhang
Enhanced Dynamic Surface EMG Decomposition Using the Non-Negative Matrix Factorization and Three-Dimensional Motor Unit Localization. IEEE Trans. Biomed. Eng. 71 (2) (2024)
Yang Liu, Yen-Ting Chen, Chuan Zhang, Ping Zhou, Sheng Li, Yingchun Zhang
Motor Unit Number Estimation in Spastic Biceps Brachii Muscles of Chronic Stroke Survivors Before and After BoNT Injection. IEEE Trans. Biomed. Eng. 70 (3) (2023)
Maoqi Chen, Zhiyuan Lu, Ya Zong, Xiaoyan Li, Ping Zhou
A Novel Analysis of Compound Muscle Action Potential Scan: Staircase Function Fitting and StairFit Motor Unit Number Estimation. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Zhiyuan Lu, Maoqi Chen, Ya Zong, Xiaoyan Li, Ping Zhou
A Novel Analysis of CMAP Scans From Perspective of Information Theory: CMAP Distribution Index (CDIX). IEEE Trans. Biomed. Eng. 70 (4) (2023)
Zhiyuan Lu, Maoqi Chen, Ya Zong, Chengjun Huang, Xiaoyan Li, Ping Zhou
Sensitivity Analysis of CMAP Scan Step Index to Different Stimulation Parameters and Examination of Muscles Affected by Spinal Cord Injury. IEEE Trans. Biomed. Eng. 70 (10) (2023)
Tianzhe Bao, Sheng Quan Xie, Pengfei Yang, Ping Zhou, Zhiqiang Zhang
Toward Robust, Adaptiveand Reliable Upper-Limb Motion Estimation Using Machine Learning and Deep Learning-A Survey in Myoelectric Control. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Chuan Zhang, Yen-Ting Chen, Yang Liu, Elaine Magat, Monica Gutierrez-Verduzco, Gerard E. Francisco, Ping Zhou, Sheng Li, Yingchun Zhang
Improving Botulinum Toxin Efficiency in Treating Post-Stroke Spasticity Using 3D Innervation Zone Imaging. Int. J. Neural Syst. 31 (4) (2021)
Chuan Zhang, Nicholas Dias, Jinbao He, Ping Zhou, Sheng Li, Yingchun Zhang
Global Innervation Zone Identification With High-Density Surface Electromyography. IEEE Trans. Biomed. Eng. 67 (3) (2020)
Jie Liu, Sheng Li, Faezeh Jahanmiri-Nezhad, William Zev Rymer, Ping Zhou
Motor unit innervation zone localization based on robust linear regression analysis. Comput. Biol. Medicine 106 (2019)
Zhiyuan Lu, Kai-Yu Tong, Xu Zhang, Sheng Li, Ping Zhou
Myoelectric Pattern Recognition for Controlling a Robotic Hand: A Feasibility Study in Stroke. IEEE Trans. Biomed. Eng. 66 (2) (2019)
Maoqi Chen, Xu Zhang, Zhiyuan Lu, Xiaoyan Li, Ping Zhou
Two-Source Validation of Progressive FastICA Peel-Off for Automatic Surface EMG Decomposition in Human First Dorsal Interosseous Muscle. Int. J. Neural Syst. 28 (9) (2018)
Zhiyuan Lu, Xiang Chen, Xu Zhang, Kay-Yu Tong, Ping Zhou
Real-Time Control of an Exoskeleton Hand Robot with Myoelectric Pattern Recognition. Int. J. Neural Syst. 27 (5) (2017)
Xu Zhang, Dongqing Wang, Zaiyang Yu, Xiang Chen, Sheng Li, Ping Zhou
EMG-Torque Relation in Chronic Stroke: A Novel EMG Complexity Representation With a Linear Electrode Array. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Shenquan Zhang, Xu Zhang, Shuai Cao, Xiaoping Gao, Xiang Chen, Ping Zhou
Myoelectric Pattern Recognition Based on Muscle Synergies for Simultaneous Control of Dexterous Finger Movements. IEEE Trans. Hum. Mach. Syst. 47 (4) (2017)
Le Li, Henry Shin, Xiaoyan Li, Sheng Li, Ping Zhou
Localized Electrical Impedance Myography of the Biceps Brachii Muscle during Different Levels of Isometric Contraction and Fatigue. Sensors 16 (4) (2016)
Hong-Bo Xie, Ping Zhou, Tianruo Guo, Bellie Sivakumar, Xu Zhang, Socrates Dokos
Multiscale Two-Directional Two-Dimensional Principal Component Analysis and Its Application to High-Dimensional Biomedical Signal Classification. IEEE Trans. Biomed. Eng. 63 (7) (2016)
Xu Zhang, Xiaoting Ren, Xiaoping Gao, Xiang Chen, Ping Zhou
Complexity Analysis of Surface EMG for Overcoming ECG Interference toward Proportional Myoelectric Control. Entropy 18 (4) (2016)
Chuan Zhang, Yun Peng, Sheng Li, Ping Zhou, Alvaro Munoz, Dan Tang, Yingchun Zhang
Spatial characterization of innervation zones under electrically elicited M-wave. EMBC (2016)
Yang Liu, Yong Ning, Sheng Li, Ping Zhou, William Zev Rymer, Yingchun Zhang
Three-Dimensional Innervation Zone Imaging from Multi-Channel Surface EMG Recordings. Int. J. Neural Syst. 25 (6) (2015)
Xiaoyan Li, Ales Holobar, Marco Gazzoni, Roberto Merletti, William Zev Rymer, Ping Zhou
Examination of Poststroke Alteration in Motor Unit Firing Behavior Using High-Density Surface EMG Decomposition. IEEE Trans. Biomed. Eng. 62 (5) (2015)
Zhiyuan Lu, Xiang Chen, Qiang Li, Xu Zhang, Ping Zhou
A Hand Gesture Recognition Framework and Wearable Gesture-Based Interaction Prototype for Mobile Devices. IEEE Trans. Hum. Mach. Syst. 44 (2) (2014)
Faezeh Jahanmiri-Nezhad, Paul E. Barkhaus, William Zev Rymer, Ping Zhou
Spike sorting paradigm for classification of multi-channel recorded fasciculation potentials. Comput. Biol. Medicine 55 (2014)
Yang Liu, Yong Ning, Jinbao He, Sheng Li, Ping Zhou, Yingchun Zhang
Internal muscle activity imaging from multi-channel surface EMG recordings: A validation study. EMBC (2014)
Jie Liu, Xiaoyan Li, Christina Marciniak, William Zev Rymer, Ping Zhou
Extraction of Neural Control Commands using Myoelectric Pattern Recognition: a Novel Application in adults with cerebral Palsy. Int. J. Neural Syst. 24 (7) (2014)
Xiaoyan Li, Jie Liu, Sheng Li, Ying-Chih Wang, Ping Zhou
Examination of Hand Muscle Activation and Motor Unit Indices Derived from Surface EMG in Chronic Stroke. IEEE Trans. Biomed. Eng. 61 (12) (2014)
Dongqing Wang, Xu Zhang, Xiang Chen, Ping Zhou
Application of wavelet packet transform on myoelectric pattern recognition for upper limb rehabilitation after stroke. EMBC (2014)
Xiaoyan Li, Aneesha K. Suresh, Ping Zhou, William Zev Rymer
Alterations in the Peak Amplitude Distribution of the Surface Electromyogram Poststroke. IEEE Trans. Biomed. Eng. 60 (3) (2013)
Xu Zhang, Xiang Chen, Paul E. Barkhaus, Ping Zhou
Multiscale Entropy Analysis of Different Spontaneous Motor Unit Discharge Patterns. IEEE J. Biomed. Health Informatics 17 (2) (2013)
Xu Zhang, Ping Zhou
High-Density Myoelectric Pattern Recognition Toward Improved Stroke Rehabilitation. IEEE Trans. Biomed. Eng. 59 (6) (2012)
Jing Wang, Yingchun Zhang, Xiangjun Zhu, Ping Zhou, Chenguang Liu, William Zev Rymer
A novel spatiotemporal muscle activity imaging approach based on the Extended Kalman Filter. EMBC (2012)
Xiaoyan Li, Faezeh Jahanmiri-Nezhad, William Zev Rymer, Ping Zhou
An Examination of the Motor Unit Number Index (MUNIX) in Muscles Paralyzed by Spinal Cord Injury. IEEE Trans. Inf. Technol. Biomed. 16 (6) (2012)
Xiaoyan Li, Aneesha K. Suresh, Ping Zhou, William Zev Rymer
Alterations in spike amplitude distribution of the surface electromyogram post-stroke. EMBC (2011)
Xiaoyan Li, Ying-Chih Wang, Nina L. Suresh, William Zev Rymer, Ping Zhou
Motor Unit Number Reductions in Paretic Muscles of Stroke Survivors. IEEE Trans. Inf. Technol. Biomed. 15 (4) (2011)
Nina L. Suresh, Xiaoyan Li, Ping Zhou, William Zev Rymer
Examination of motor unit control properties in stroke survivors using surface EMG decomposition: A preliminary report. EMBC (2011)
Ping Zhou, Nina L. Suresh, Madeleine M. Lowery, William Zev Rymer
Nonlinear Spatial Filtering of Multichannel Surface Electromyogram Signals During Low Force Contractions. IEEE Trans. Biomed. Eng. 56 (7) (2009)
Ping Zhou, Madeleine M. Lowery, William Zev Rymer
Extracting Motor Unit Firing Information by Independent Component Analysis of Surface Electromyogram: A Preliminary Study Using a Simulation Approach. Int. J. Comput. Syst. Signals 7 (1) (2006)