Large-Scale Foundation Models for Radiological Image Analysis: Clinical Applications, Technical Challenges, and Future Directions.

Foundation models represent a transformative paradigm in radiological image analysis, offering large-scale, versatile systems that move beyond traditional task-specific AI approaches. While prior surveys have summarized their capabilities in medical imaging, a critical gap remains—the translation fr...

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Bibliographic Details

Published in:	Journal of Imaging Informatics in Medicine p. 1
Main Authors:	Singh, Yashbir, Unal, Orhan, Ali, Farzana, Salehi, Sara, Kuanar, Shiba, Elhanashi, Abdussalam, Hathaway, Quincy A., Chaudhary, Ashok, Huo, Yuankai, Younis, Khaled, Gu, Quincy, Keishing, Varekan, Wei, Yujia, Zhang, Lili, Erickson, Bradley J.
Format:	Journal Article
Published:	Springer Nature Jan2026
Online Access:	View this record in EBSCOhost