Machine learning-based estimation of cognitive performance using regional brain MRI markers: the Northern Manhattan Study

High dimensional neuroimaging datasets and machine learning have been used to estimate and predict domain-specific cognition, but comparisons with simpler models composed of easy-to-measure variables are limited. Regularization methods in particular may help identify regions-of-interest related to d...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Brain Imaging Behav
Prif Awduron: Caunca, Michelle R., Wang, Lily, Cheung, Ying Kuen, Alperin, Noam, Lee, Sang H., Elkind, Mitchell S.V., Sacco, Ralph L., Wright, Clinton B., Rundek, Tatjana
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2021
Pynciau:
Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7854979/
https://ncbi.nlm.nih.gov/pubmed/32740887
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11682-020-00325-3
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