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...
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 |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2022-05-01
|
Series: | Frontiers in Human Neuroscience |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fnhum.2022.878028/full |
Similar Items
-
Multivariate Brain Functional Connectivity Through Regularized Estimators
by: Raymond Salvador, et al.
Published: (2020-12-01) -
Brain correlates of speech perception in schizophrenia patients with and without auditory hallucinations.
by: Joan Soler-Vidal, et al.
Published: (2022-01-01) -
Processing of linguistic deixis in people with schizophrenia, with and without auditory verbal hallucinations
by: Paola Fuentes-Claramonte, et al.
Published: (2022-01-01) -
Negative schizophrenic symptoms as prefrontal cortex dysfunction: Examination using a task measuring goal neglect
by: Paola Fuentes-Claramonte, et al.
Published: (2022-01-01) -
Conditional mutual information maps as descriptors of net connectivity levels in the brain
by: Raymond eSalvador, et al.
Published: (2010-11-01)