Leveraging multi-modal foundation model image encoders to enhance brain MRI-based headache classification

Abstract Headaches are a nearly universal human experience traditionally diagnosed based solely on symptoms. Recent advances in imaging techniques and artificial intelligence (AI) have enabled the development of automated headache detection systems, which can enhance clinical diagnosis, especially w...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Fazle Rafsani, Devam Sheth, Yiming Che, Jay Shah, Md Mahfuzur Rahman Siddiquee, Catherine D. Chong, Simona Nikolova, Katherine Ross, Gina Dumkrieger, Baoxin Li, Teresa Wu, Todd J. Schwedt
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-09-01
Online Access:	https://doi.org/10.1038/s41598-025-18507-8