Chia-Ching Wang

A deep learning-based silhouette gait detection framework for fall risk classification in Parkinson’s disease

Background Parkinson’s disease (PD) is a rapidly growing neurodegenerative disorder associated with gait impairment, functional decline, and increased fall risk. Conventional clinical assessments rely heavily on brief observational scales and are limited by subjectivity and environmental bias. There is a pressing need...