CorePath, a breast-specialized pathology model, improves zero-shot breast biopsy classification across centers and, with conformal risk control, releases fewer hallucinated reports.
Learn then test: Calibrating predictive algorithms to achieve risk control.The Annals of Applied Statistics, 19(2):1641–1662, 2025
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CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation
CorePath, a breast-specialized pathology model, improves zero-shot breast biopsy classification across centers and, with conformal risk control, releases fewer hallucinated reports.