Task-specific machine learning system for automatic assessment of multi-limb bradykinesia in Parkinson's disease

IntroductionBradykinesia, a cardinal physical dysfunction of Parkinson's disease (PD), is generally evaluated by Section III of the Movement Disorders Society-sponsored revision of the unified Parkinson's disease rating scale (MDS-UPDRS). The evaluation process requires the supervision of clinicians...

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Váldodahkkit:	Yiyuan Zhang, Qiangqiang Chen, Huijuan Wu, Chen Chen, Wei Chen
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	Frontiers Media S.A. 2026-04-01
Ráidu:	Frontiers in Neuroscience
Fáttát:	bradykinesia feature engineering machine learning Parkinson's disease signal processing wearable technology
Liŋkkat:	https://www.frontiersin.org/articles/10.3389/fnins.2026.1774097/full
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