Investigating the relationship between the SNCA gene and cognitive abilities in idiopathic Parkinson’s disease using machine learning

Investigating the relationship between the SNCA gene and cognitive abilities in idiopathic Parkinson’s disease using machine learning

Abstract Cognitive impairments are prevalent in Parkinson’s disease (PD), but the underlying mechanisms of their development are unknown. In this study, we aimed to predict global cognition (GC) in PD with machine learning (ML) using structural neuroimaging, genetics and clinical and demographic cha...

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Autores principales: Mehrafarin Ramezani, Pauline Mouches, Eunjin Yoon, Deepthi Rajashekar, Jennifer A. Ruskey, Etienne Leveille, Kristina Martens, Mekale Kibreab, Tracy Hammer, Iris Kathol, Nadia Maarouf, Justyna Sarna, Davide Martino, Gerald Pfeffer, Ziv Gan-Or, Nils D. Forkert, Oury Monchi
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
Materias:
Medicine
R
Science
Q
Acceso en línea:https://doaj.org/article/204558a8b15c462ebcd859ce0e968136
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