Reducing Radiologist Workload by Detecting Normal Mammograms with an AI System

Findings: The results show that Transpara can successfully identify normal mammographies with very few missed screen-detected cancers. Furthermore, a substantial amount false positive studies were identified as normal. The results suggest that potentially AI systems could effectively and safely reduce the number of studies that radiologists would have to examine by a considerable amount, and several false positives could be avoided.