Clinical biomechanics (Bristol, Avon)HumansParkinson DiseaseMachine LearningMaleFemale
Gait analysis and prediction in Parkinson's disease using rhythmic auditory stimulation: A data-driven approach with machine learning models.
Jingyuan Lin
Published: 202610.1016/j.clinbiomech.2025.106725
Abstract
BACKGROUND: Gait disturbance is a core feature of Parkinson's disease (PD), contributing to mobility loss and fall risk. Rhythmic auditory stimulation (RAS) can improve gait, yet response varies across patients. This study evaluated RAS effects on ga…
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