Table 1.
Datasets publicly and privately available for breast imaging.
| Dataset | Country | Year of studies | Modality | Number of cases | Number of images |
|---|---|---|---|---|---|
| The Mammographic Image Analysis Society Digital Mammogram Database (MIAS)16 | UK | 1994 | SF-MG | 161 | 322 |
| Curated Breast Imaging Subset of the Digital Database for Screening Mammography (CBIS-DDSM)17 | USA | 1999 (updated 2016) | SF-MG | 1566 | 10,239 |
| Investigation of Serial Studies to Predict Your Therapeutic Response with Imaging and Molecular Analysis (ISPY1 (ACRIN 6657))18 | USA | 2002–2006 | MRI | 222 | 386,528 |
| InBreast19 | Portugal | 2008–2010 | FFDM | 115 | 410 |
| Cohort of Screen-Aged Women (CSAW)20 | Sweden | 2008–2015 | FFDM | 499,807 | >2,000,000 |
| The OPTIMAM Mammography Image Database (OMI-DB)13 | UK | 2010–2019 | FFDM | 151,403 | >2,000,000 |
| New York University Breast Cancer Screening Dataset (NYU BCSD v1.0)21 | USA | 2010–2017 | FFDM | 141,473 | 1,001,093 |
| Breast Cancer Digital Repository (BCDR)22 | Portugal | NA |
SF-MG FFDM |
1010 724 |
3703 3612 |
| The Cancer Genome Atlas Breast Invasive Carcinoma (TCGA-BRCA)23 | USA | NA |
MRI MG |
139 | 230,167 |
FFDM full-field digital mammography, MG mammography, MRI magnetic resonance imaging, NA not available, SF screen film.