Bayesian Modelling Approaches for Breath-Hold Induced Cerebrovascular Reactivity
Genevieve Hayes, Daniel Peter Bulte, Stefano Moia, Martin Craig, Michael A. Chappell, Eneko Uruñuela, Sierra Sparks, César Caballero‐Gaudes, Joana Pinto
This paper introduces a variational Bayesian approach for cerebrovascular reactivity mapping using fMRI data and compares it to a standard GLM method, showing improved computational efficiency and handling of noisy voxels.
bioRxiv · Feb 6, 2024 · PreprintNeuroscience