Review
Jul 2026
Vision Foundation Models in Radiology: A Scoping Review of Data, Methodology, Evaluation and Clinical Translation
Overall, radiology-specific VFMs show promising transferability, but clinical translation remains constrained by limited data representativeness, heterogeneous benchmarks, incomplete reporting and insufficient deployment-oriented evaluation.
Alejandro Vergara-Richart, Xavier Rafael-Palou, A. Fuster-Matanzo et al.
· arXiv.org · 0 citations