CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of Cancer

Moein Sorkhei, Yue Liu, Hossein Azizpour, Edward Azavedo, Karin Dembrower, Dimitra Ntoula, Anthanasios Zouzos, Fredrik Strand & Kevin Smith
Welcome to the the CSAW-M dataset homepage
This page includes the files and metadata related to the CSAW-M, a curated dataset of mammograms with expert assessments of the masking of cancer. CSAW-M is collected from over 10,000 individuals and annotated with potential masking. In contrast to the previous approaches which measure breast image density as a proxy, our dataset directly provides annotations of masking potential assessments from five specialists. We trained deep learning models on CSAW-M...
This data repository is not currently reporting usage information. For information on how your repository can submit usage information, please see our documentation.