Abstract: Highlights•More natural and scientific exclusive gestures were designed.•The algorithm for gesture recognition was improved to boost the accuracy of gesture recognition by the device.•A rehabilitation training system for elderly patients with myasthenia gravis was developed.•Enhancing the social participation of the elderly.
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