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

BackgroundParkinson'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 prog...

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Bibliographic Details
Main Authors: Ling-Yan Ma, Tao Feng, Chengzhang He, Mujing Li, Kang Ren, Junwu Tu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Aging Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnagi.2023.1047017/full