TY - GEN
T1 - Effect of Botulinum Toxin Type A on EMG-based Motion Detection
T2 - 17th International Convention on Rehabilitation Engineering and Assistive Technology, i-CREATe 2024
AU - Zeng, Xuemei
AU - Sun, Weishuang
AU - Lu, Zhiyuan
AU - Li, Tieshan
AU - Gong, Weijun
AU - Zhou, Ping
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - The outcome of robotic-assisted training can be enhanced by controlling the robot using the user's own motion. Electromyography (EMG) signals have been used to detect motions based on muscle activities. However, spasticity-induced involuntary muscle activities can be a main factor compromising the accuracy of motion detection for post-stroke patients. This study therefore aimed to quantify the effect of Botulinum toxin type A (BoNT-A) treatment on the accuracy of EMG-based motion detection for post-stroke patients with spasticity. Four stroke patients who received BoNT-A treatment on their flexor digitorum superficialis muscle due to moderate or severe spasticity were recruited in this study. High-density surface EMG signals of hand closing were recorded before BoNT-A treatment and two weeks afterwards. Threshold-based method was used to detect motions, and motion detection accuracy was calculated for each subject before and after BoNT-A treatment. Increased accuracy of motion detection was observed after treatment. The findings of this study provide evidence that muscle spasticity reduction by BoNT-A treatment may improve motion detection, and can improve the interaction experience of robot-assisted stroke rehabilitation by reducing the chance of unintended triggering.
AB - The outcome of robotic-assisted training can be enhanced by controlling the robot using the user's own motion. Electromyography (EMG) signals have been used to detect motions based on muscle activities. However, spasticity-induced involuntary muscle activities can be a main factor compromising the accuracy of motion detection for post-stroke patients. This study therefore aimed to quantify the effect of Botulinum toxin type A (BoNT-A) treatment on the accuracy of EMG-based motion detection for post-stroke patients with spasticity. Four stroke patients who received BoNT-A treatment on their flexor digitorum superficialis muscle due to moderate or severe spasticity were recruited in this study. High-density surface EMG signals of hand closing were recorded before BoNT-A treatment and two weeks afterwards. Threshold-based method was used to detect motions, and motion detection accuracy was calculated for each subject before and after BoNT-A treatment. Increased accuracy of motion detection was observed after treatment. The findings of this study provide evidence that muscle spasticity reduction by BoNT-A treatment may improve motion detection, and can improve the interaction experience of robot-assisted stroke rehabilitation by reducing the chance of unintended triggering.
UR - https://www.scopus.com/pages/publications/85215112978
U2 - 10.1109/i-CREATe62067.2024.10776133
DO - 10.1109/i-CREATe62067.2024.10776133
M3 - 会议稿件
AN - SCOPUS:85215112978
T3 - 2024 17th International Convention on Rehabilitation Engineering and Assistive Technology, i-CREATe 2024 and World Rehabilitation Robot Convention, WRRC 2024 - Proceedings
BT - 2024 17th International Convention on Rehabilitation Engineering and Assistive Technology, i-CREATe 2024 and World Rehabilitation Robot Convention, WRRC 2024 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 23 August 2024 through 26 August 2024
ER -