A Bayesian Regularized and Annotation-Informed Integrative Analysis of Cognition (BRAINIAC)

We present the novel Bayesian Regularized and Annotation-Informed Integrative Analysis of Cognition (BRAINIAC) model. BRAINIAC allows for estimation of total variance explained by all features for a given cognitive phenotype, as well as a principled assessment of the impact of annotations on relativ...

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Bibliographic Details
Main Authors: Rong W. Zablocki, Bohan Xu, Chun-Chieh Fan, Wesley K. Thompson
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Developmental Cognitive Neuroscience
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Online Access:http://www.sciencedirect.com/science/article/pii/S1878929325000647
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