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.
Scoring Rationale
Strong synthesis and nursing-oriented recommendations, supported by 66 studies; limited by methodological heterogeneity and scarce external validation.
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