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Every article on Frontiers is peer reviewed, permanently archived and free to read.

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Published 12 October 2026
Digital biomarkers derived from wearable and portable devices in prodromal Parkinson’s disease and at-risk populations: a scoping review
Ting Yu · Qian Wang · Mingxia Pan · Yuanfang Xiong · Shiya Hu · Yiping Deng · Lingyu Kuang · Hanjiao Liu
Frontiers in Aging Neuroscience
doi 10.3389/fnagi.2026.1850991