A lung-specific pathology foundation model built on Virchow2 achieved broad AUC gains across 32 tasks, 92.3% average AUC in a prospective study, and improved pathologist accuracy by 7.9 percentage points in a crossover RCT.
arXiv preprint arXiv:2506.19681(2025)
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A Clinically Validated Foundation Model for Comprehensive Lung Pathology Interpretation
A lung-specific pathology foundation model built on Virchow2 achieved broad AUC gains across 32 tasks, 92.3% average AUC in a prospective study, and improved pathologist accuracy by 7.9 percentage points in a crossover RCT.