Adaptation of Foundation Models in Medical Image Analysis: Mechanisms, Evidence, and Deployment Considerations

arXiv:2603.14271 · cs.CV · Submitted 2026-03-15 · Read on arXiv

cs.CV

Submitted: 2026-03-15

Updated: 2026-10-26

Terminology

• Calibration — 2× in this paper · explained in 9 episodes
• Foundation Model — 2× in this paper · explained in 3 episodes
• Foundation Models — 2× in this paper · explained in 7 episodes
• Robustness — 2× in this paper · explained in 6 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Failure Modes — 1× in this paper · explained in 3 episodes
• Foundation Models (FMs) — 1× in this paper · explained in 4 episodes
• Transferability — 1× in this paper · explained in 5 episodes

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