A clinical multimodal vision language foundation model with fine-grain explainability

Synopsis

Nature Medicine, Published online: 29 October 2026; doi:10.1038/s41591-026-04655-5 A multimodal vision language foundation model, EVLF-FM, integrates extensive clinical data and advanced training techniques, achieving superior diagnostic accuracy and explainability across diverse imaging modalities, enhancing clinical decision-making through robust reasoning and interpretability.

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