The dataset comprises images sourced from both the DDSM and CBIS-DDSM collections. The images have undergone pre-processing and resizing to 299×299 pixels, focusing on regions of interest (ROIs).
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Summary
Total Images: 55,890
Image Composition: 14% positive, 86% negative
Sources: Negative images from DDSM; positive images from CBIS-DDSM
Pre-processing
Negative Images: Tiled into 598×598 sections, then resized to 299×299.
Positive Images: ROIs extracted with padding, randomly cropped to 598×598, subjected to flips and rotations, then resized to 299×299.
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