CBIS-DDSM: Curated Breast Imaging Subset of DDSM:

This dataset contains images for screening Mammography and is a subset of a DDSM dataset (Digital Database for Screening Mammography http://marathon.csee.usf.edu/Mammography/Database.html). CBIS-DDSM contains images of cases with three conditions of breast cancer (normal, benign, and malignant). The dataset also includes ROI segmentation and bounding boxes and pathologic diagnosis for the training data. This dataset can be downloaded from the Data Access section on https://wiki.cancerimagingarchive.net/display/Public/CBIS-DDSM#97542eefbc8e4234a95231cbcd86cb1d.

Here is some information regarding this dataset:

  • Number of images in the dataset: 10,239

  • Number of subjects: 6671

  • Total Images Size in GB: 163.6

If you use this dataset:

Make sure to cite these papers:

R. S. Lee, F. Gimenez, A. Hoogi, D. Rubin. Curated Breast Imaging Subset of DDSM. The Cancer Imaging Archive, 2016.

R. S. Lee, F. Gimenez, A. Hoogi, K. K. Miyake, M. Gorovoy, D. L. Rubin. A Curated Mammography Data set for Use in Computer-aided Detection and Diagnosis Research. Scientific Data Volume 4, Article number: 170177, 2017.

K. Clark, B. Vendt, K. Smith, J. Freymann, J. Kirby, P. Koppel, S. Moore, S. Phillips, D. Maffitt, M. Pringle, L. Tarbox, F. Prior. The Cancer Imaging Archive(TCIA): Maintaining and Operating a Public Information Repository, Journal of Digital Imaging, Volume 26, 2013.

Make sure to follow the Policy and Terms of Use available on https://creativecommons.org/licenses/by/3.0/ and https://wiki.cancerimagingarchive.net/display/Public/Data+Usage+Policies+and+Restrictions.

keywords: Vision, Image, Biology and Health, CT, Classification, Cancer