DDSM Dataset
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DDSM Dataset
Datasets
DDSM
File
DDSM
Use Case
DDSM
Description
Explore the comprehensive DDSM and CBIS-DDSM mammogram image dataset, featuring 55,890 pre-processed images resized to 299x299 pixels.
Description:
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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