Electrical Impedance Myography for Evaluating Muscle Fatigue Induced by Neuromuscular Electrical Stimulation

电阻抗肌描记术 肌肉疲劳 肌电图 电阻抗 刺激 计算机科学 生物医学工程 人工智能 物理医学与康复 医学 工程类 电气工程 内科学 血管舒张
作者
Bin Zhou,Yuandong Zhuang,Yueming Gao,Željka Lučev Vasić,Ivana Čuljak,Mario Cifrek,Min Du
出处
期刊:IEEE journal of electromagnetics, RF and microwaves in medicine and biology [Institute of Electrical and Electronics Engineers]
卷期号:6 (1): 94-102 被引量:6
标识
DOI:10.1109/jerm.2021.3092883
摘要

Objectives : During Neuromuscular Electrical Stimulation (NMES), a real-time monitoring method is urgently needed to reduce the negative effect induced by muscle fatigue. Technology or Method : A novel method named electrical impedance myography (EIM) is proposed to evaluate muscle fatigue degree during NMES. The experiments were performed on the anterior tibialis muscle on several voluunteers. Two EIM parameters: impedance amplitude (|Z|) and phase (θ), were measured in real time, while applying six NMES parameter combinations. The mean power frequency (MPF) of the surface electromyography (sEMG) was selected for verification of the proposed method. Results : |Z| and θ of EIM signals decreased significantly after NMES (p < 0.05). They also both showed a linear downward trend during NMES, which was also observed in MPF of sEMG signals. At the measurement frequency of 20 kHz, steady-state fatigue was achieved when |Z| decreased to approximately 14% of the initial value. Clinical or Biological Impact : This study provides a method for monitoring muscle fatigue induced by NMES, which is beneficial to the application of NMES.
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