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Identifying key multi-modal predictors of incipient dementia in Parkinson’s disease: a machine learning analysis and Tree SHAP interpretation

BACKGROUND: Persons with Parkinson’s disease (PD) differentially progress to cognitive impairment and dementia. With a 3-year longitudinal sample of initially non-demented PD patients measured on multiple dementia risk factors, we demonstrate that machine learning classifier algorithms can be combin...

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Detalles Bibliográficos
Autores principales:	McFall, G. Peggy, Bohn, Linzy, Gee, Myrlene, Drouin, Shannon M., Fah, Harrison, Han, Wei, Li, Liang, Camicioli, Richard, Dixon, Roger A.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10347530/ https://www.ncbi.nlm.nih.gov/pubmed/37455938 http://dx.doi.org/10.3389/fnagi.2023.1124232

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