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Medical AI model pairs image diagnosis with visual explanations

Researchers introduced EVLF-FM, a medical vision-language model that diagnoses images, answers questions and identifies relevant image regions. Its evaluations covered more than 1.3 million development and test samples, with external validation on 13,443 samples.

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Nature Medicine study evaluates open MedGemma medical AI models

A Nature Medicine study introduces the openly released MedGemma models and MedSigLIP, a medical-image encoder, and evaluates them across medical text and imaging benchmarks. The results suggest useful starting points for adapted systems, while clinical applications still require task-specific validation.