Journal of imaging informatics in medicine
Large-Scale Foundation Models for Radiological Image Analysis: Clinical Applications, Technical Challenges, and Future Directions.
Yashbir Singh, Orhan Unal, Farzana Ali, Sara Salehi, Shiba Kuanar, Abdussalam Elhanashi, Quincy A Hathaway, Ashok Chaudhary, Yuankai Huo, Khaled Younis, Quincy Gu, Varekan Keishing, Yujia Wei, Lili Zhang, Bradley J Erickson
Published: 202610.1007/s10278-025-01823-w
Abstract
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…
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