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Table 2 Comparison between widely used databases in literature respect to size of images, views (CC, MLO), digital or film databases, the format of images, bits/pixel (bpp) and the distribution of normal, benign and malignant images

From: Deep convolutional neural networks for mammography: advances, challenges and applications

Database Image-size Views Type Format bpp #Normal #Benign #Malignant
DDSM 3118 ×5001 Both FSM LJPEG 12 914 870 695
IRMA Several Both Both PNG 12 1108 1284 1284
INbreast Several Both FFDM DICOM 16 67 220 49
MIAS 1024 ×1024 MLO FSM PGM 8 207 69 56
BCDR-F01 720 ×1168 Both FSM TIF 8 0 187 175
BCDR-F02 720 ×1168 Both FSM TIF 8 0 426 90
BCDR-F03 720 ×1168 Both FSM TIF 8 0 426 310
BCDR-D01 Several Both FFDM DICOM 14 0 85 58
BCDR-D02 Several Both FFDM DICOM 14 0 405 51
BCDR-DN01 Several Both FFDM DICOM 14 200 0 0