Regularized Functional Connectivity in Schizophrenia

Regularization may be used as an alternative to dimensionality reduction when the number of variables in a model is much larger than the number of available observations. In a recent study from our group regularized regression was employed to quantify brain functional connectivity in a sample of hea...

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Detalhes bibliográficos
Main Authors: Raymond Salvador, Paola Fuentes-Claramonte, María Ángeles García-León, Núria Ramiro, Joan Soler-Vidal, María Llanos Torres, Pilar Salgado-Pineda, Josep Munuera, Aristotle Voineskos, Edith Pomarol-Clotet
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2022-05-01
Colecção:Frontiers in Human Neuroscience
Assuntos:
resting state fMRI
schizophrenia
functional connectivity
ridge regression
global brain connectivity
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fnhum.2022.878028/full
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