Table 2 Summary of the available datasets, with their image specifications and labelling schemas.
Name | Resolution | Image Format | Labelling | Segmentation | Background |
|---|---|---|---|---|---|
DDSM5 | 42–50 Micron | LJPG | Mixed | Polygonal | None |
CBIS-DDSM7 | 42–50 Micron | DICOM | Histological | Polygonal | None |
MIAS/Mini | 50 Micron | PGM | Unclear | Elliptical | Density |
MIAS10 | |||||
BCDR-F15 | 1168 × 760px | TIFF (8-bit) | Mixed | Polygonal | None |
BCDR-D15 | 3328 × 3560px | TIFF (16-bit) | Mixed | Polygonal | None |
INbreast18 | Raw/Full | DICOM | Histolgical | Polygonal | None |
OPTIMAM37 | Raw/Full | DICOM | Histological | Polygonal | None |
CMMD39 | Full | DICOM | Histological | None | None |
