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Ling-Yu Kuang

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Review Open access Oct 2026

Digital biomarkers derived from wearable and portable devices in prodromal Parkinson’s disease and at-risk populations: a scoping review

Prodromal Parkinson’s disease (pPD) represents a pre-diagnostic stage during which subtle and heterogeneous changes may be difficult to detect through conventional clinical assessments. Digital biomarkers derived from wearable or portable devices offer opportunities for objective and longitudinal assessment. This s...

Ting Yu, Qian Wang, Ming-Xia Pan et al. · 0 citations

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