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

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 characterist...

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Detalles Bibliográficos
Autores principales: Ramezani, Mehrafarin, Mouches, Pauline, Yoon, Eunjin, Rajashekar, Deepthi, Ruskey, Jennifer A., Leveille, Etienne, Martens, Kristina, Kibreab, Mekale, Hammer, Tracy, Kathol, Iris, Maarouf, Nadia, Sarna, Justyna, Martino, Davide, Pfeffer, Gerald, Gan-Or, Ziv, Forkert, Nils D., Monchi, Oury
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7921412/
https://www.ncbi.nlm.nih.gov/pubmed/33649398
http://dx.doi.org/10.1038/s41598-021-84316-4