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

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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 challenging due to intensive computational demands and the need to handle subject-spec... ...