Scalable Bayesian Image-on-Scalar Regression for Population-Scale Neuroimaging Data Analysis

Yuliang Xu, Timothy D. Johnson, Thomas E. Nichols +1

Bayesian Image-on-Scalar Regression (ISR) provides flexible, uncertainty-aware neuroimaging analysis. However, applying ISR to large-scale datasets such as the UK Biobank is challe…