Article

BARTharm: MRI Harmonization Using Image Quality Metrics and Bayesian Non-parametric

2025-06-07

Abstract excerpt

Image derived phenotypes (IDPs) harmonization from Magnetic Resonance Imaging (MRI) data is essential for reducing scanner-induced, non-biological variability and enabling accurate multi-site analysis. Existing methods like ComBat, while widely used, rely on linear assumptions and explicit scanner IDs - limitations that reduce their effectiveness in real-world scenarios involving complex scanner effects, non-linea...

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Literature Corpus work: c9cbbe36-6ea8-5ca4-b716-7f7ce324b935
DOI: 10.1101/2025.06.04.657792

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