Explainable AI reveals biological heterogeneity associated with algorithmic failure in ovarian cancer screening

Abstract

Machine learning algorithms consistently fail to detect a large fraction of ovarian cancers in biomarker-based screening, but the mechanistic reasons for these failures remain unclear.