DDSM Dataset

DDSM Dataset

Datasets

DDSM

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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.

DDSM Dataset

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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