Explainable opportunistic osteoporosis screening from chest X-rays: a retrospective comparison of foundation models
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We evaluated foundation models for opportunistic osteoporosis screening from chest X-rays using a novel explainability framework. DINOv2 with low-rank adaptation achieved the best performance (AUC 0.93) while demonstrating clear clinical reasoning. Our finding... ...
