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ComBat-Predict enhances generalizability of neuroimaging models to new sites

2025-08-26

Abstract excerpt

Neuroimaging is vital in quantifying brain atrophy due to typical aging and due to neurodegenerative diseases. To collect large samples necessary to model lifespan brain development, research consortiums aggregate images acquired across multiple study sites. Previous studies have demonstrated that this multi-site study design can lead to site-related bias, necessitating harmonization of these “site effects”. Howev...

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Literature Corpus work
dad1e7de-1398-5b80-b53a-27c18971b15f
DOI
10.1101/2025.08.21.671401
Open publication

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ComBat-Predict enhances generalizability of neuroimaging models to new sitesDOI 10.1101/2025.08.21.671401
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