Publications
My research focuses on machine learning for healthcare and medical devices, including hand gesture recognition, physiological signal processing, and the development of prosthetics, implants, and assistive wearable devices.
2025
Gesture Recognition through Mechanomyogram Signals: An Adaptive Framework for Arm Posture Variability
IEEE Journal of Biomedical and Health Informatics, vol. 29, no. 4, pp. 2453-2462, April 2025.
2021
Adaptive Mechanomyogram Hand Gesture Recognition in Online and Repeatable Environment
2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), Lyon, France, August 2021, pp. 2315-2321.
2020
A Performance Study of a Wearable Balance Assistance Device Consisting of Scissored-Pair Control Moment Gyroscopes and a Two-Axis Inclination Sensor
Journal of Biomechanics, vol. 109, p. 109957, August 2020.
2018
Design of Multi-Grip Patterns Prosthetic Hand With Single Actuator
IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 26, no. 6, pp. 1188-1198, June 2018.