A spatiotemporal nonparametric Bayesian model of multi-subject fMRI data

Volume: 10, Issue: 2
Published: Jun 1, 2016
Abstract
In this paper we propose a unified, probabilistically coherent framework for the analysis of task-related brain activity in multi-subject fMRI experiments. This is distinct from two-stage “group analysis” approaches traditionally considered in the fMRI literature, which separate the inference on the individual fMRI time courses from the inference at the population level. In our modeling approach we consider a spatiotemporal linear regression...
Paper Details
Title
A spatiotemporal nonparametric Bayesian model of multi-subject fMRI data
Published Date
Jun 1, 2016
Volume
10
Issue
2
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