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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Vydáno v:Sci Rep
Hlavní autoři: 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
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2021
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7921412/
https://ncbi.nlm.nih.gov/pubmed/33649398
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-84316-4
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