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CREB: Consistent Reference External Batch Harmonization

Published in bioRxiv (Cold Spring Harbor Laboratory) • Mar 12, 2026
NobleIDNI1P211W923R725S487
Authors:
Ameya Kharade
,
Yiyan Pan
,
Carmen Andreescu

Abstract

Machine learning models using functional magnetic resonance imaging (fMRI) are becoming increasingly popular - these models often rely on training data from multiple, large, and publicly available datasets. It is often necessary to harmonize these data across sites and sequences, and algorithms like...

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