Association between wrist-worn actigraphy and the MDS-UPDRS Parkinson’s disease rating scale through machine learning: an exploratory study

IntroductionParkinson's disease (PD) is typically assessed during short clinical visits using rating scales such as the Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS). These assessments provide only a snapshot of symptom severity and may not capture fluctuations in da...

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Detalhes bibliográficos

Principais autores:	Gent Ymeri, Sara Caramaschi, Alban Haton, Carl Magnus Olsson, Myrthe Wassenburg, Per Svenningsson, Dario Salvi
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2026-07-01
coleção:	Frontiers in Digital Health
Assuntos:	actigraphy GENEActiv machine learning MDS-UPDRS Parkinson’s disease wrist-worn
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fdgth.2026.1876052/full
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