Vindr-mammo: A Large-scale Benchmark Dataset For Computer-aided Diagnosis In Full-field Digital Mammography

VinDr-Mammo is a Vietnamese dataset of digital mammography with breast-level assessment and extensive lesion-level annotations, which aims to assess Breast Imaging Reporting and Data System (BI-RADS) and breast density at the individual breast level. The dataset consists of 5,000 mammography exams, each of which has four standard views and is double read with disagreement (if any) being resolved by arbitration. VinDr-Mammo is publicly available to promote advances in developing computer-assisted detection and diagnosis (CADe/x) tools for mammography interpretation.