AI-Enabled Wearables Advance Parkinson Rehabilitation Assessment

A scoping review (search to December 2025) in J Med Internet Res synthesizes 66 studies involving about 3,579 Parkinson disease patients on AI-enabled wearable devices for rehabilitation and motor assessment. Studies primarily used multisensor modules, smart insoles, and wrist devices with accelerometers, reported passive short-term lab or clinical data collection, and showed limited external validation and heterogeneous performance metrics. Findings highlight translational gaps and nurse-focused workflow integration needs.