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A comparison of feature extraction methods for prediction of neuropsychological scores from functional connectivity data of stroke patients

Multivariate prediction of human behavior from resting state data is gaining increasing popularity in the neuroimaging community, with far-reaching translational implications in neurology and psychiatry. However, the high dimensionality of neuroimaging data increases the risk of overfitting, calling...

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Detalhes bibliográficos
Publicado no:Brain Inform
Main Authors: Calesella, Federico, Testolin, Alberto, De Filippo De Grazia, Michele, Zorzi, Marco
Formato: Artigo
Idioma:Inglês
Publicado em: Springer Berlin Heidelberg 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8058135/
https://ncbi.nlm.nih.gov/pubmed/33877469
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s40708-021-00129-1
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