Bayesian multi-task learning for decoding multi-subject neuroimaging data

Decoding models based on pattern recognition (PR) are becoming increasingly important tools for neuroimaging data analysis. In contrast to alternative (mass-univariate) encoding approaches that use hierarchical models to capture inter-subject variability, inter-subject differences are not typically...

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Bibliographic Details
Main Authors: Marquand, Andre F., Brammer, Michael, Williams, Steven C.R., Doyle, Orla M.
Format: Online
Language:English
Published: Academic Press 2014
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4010954/