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A progression analysis of motor features in Parkinson's disease based on the mapper algorithm

BACKGROUND: Parkinson's disease (PD) is a neurodegenerative disease with a broad spectrum of motor and non-motor symptoms. The great heterogeneity of clinical symptoms, biomarkers, and neuroimaging and lack of reliable progression markers present a significant challenge in predicting disease pr...

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Detalles Bibliográficos
Autores principales: Ma, Ling-Yan, Feng, Tao, He, Chengzhang, Li, Mujing, Ren, Kang, Tu, Junwu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9989279/
https://www.ncbi.nlm.nih.gov/pubmed/36896420
http://dx.doi.org/10.3389/fnagi.2023.1047017