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Impact of tissue staining and scanner variation on the performance of pathology foundation models: a study of sarcomas and their mimics

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Histopathological analysis is considered the gold standard for the diagnosis and prognostication of cancer. Recent advances in AI, driven by large-scale digitisation and pan-cancer foundation models, are opening new opportunities for clinical integration. Howe... ...