From: Deep convolutional neural networks for mammography: advances, challenges and applications
Database | Strength | Limitation |
---|---|---|
DDSM | Big widely used database. | Non-standard format. |
 | Shape variations of different lesions. | Not precise position of lesions. |
IRMA | Accurate position of lesions. | Non-standard format. |
 | High resolution. |  |
INbreast | Accurate position of lesions. | Limited size. |
 |  | Limited mass shape variations. |
 | Standard file format. |  |
 |  | Old database. |
 |  | No more supported. |
MIAS | Still widely used. | Limited size. |
 |  | Images are of low resolution. |
 |  | Has MLO view only. |
 | Different resolutions. |  |
BCDR | Accurate position of lesions. | Limited size. |
 | Standard file format. |  |
 | Still in their development phase. |  |