BRAVE foundation model excludes 70-77% of negative breast biopsy and frozen-section cases with NPV above 0.95 while improving balanced accuracy from 88.5% to 95.1% in reader studies and predicting survival outcomes.
J.et al.Breast cancer, version 3.2024, nccn clinical practice guidelines in oncology.J
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A Breast Vision Pathology Foundation Model for Real-world Clinical Utility
BRAVE foundation model excludes 70-77% of negative breast biopsy and frozen-section cases with NPV above 0.95 while improving balanced accuracy from 88.5% to 95.1% in reader studies and predicting survival outcomes.