Mammography Dataset
Mammography Dataset is a comprehensive DDSM dataset containing over 600,000 digital mammograms with pathology segmentation and study-level labels, designed for cancer detection, breast imaging, and training AI models in cancer diagnosis using real-world mammographic images from screening mammography exams.
-
- studies with protocol
- 100,000+
-
- studies without protocol
- 500,000+

- Medicine
- Computer vision
- Machine Learning
- Segmentation
- Classification
Mammography Dataset is a comprehensive DDSM dataset containing over 600,000 digital mammograms with pathology segmentation and study-level labels, designed for cancer detection, breast imaging, and training AI models in cancer diagnosis using real-world mammographic images from screening mammography exams.
- Medicine
- Computer vision
- Machine Learning
- Segmentation
- Classification
-
- studies with protocol
- 100,000+
-
- studies without protocol
- 500,000+
Dataset Info
Characteristic | Data |
Description | X-ray of the mammary with or without protocols |
Data types | DiCOM |
Markup | Segmentation of pathologies |
Tasks | Pathology recognition, computer vision. |
Number of studies | 600,000+ |
Labeling | Information about each study, including target pathology (1 for presence, 0 for absence) |
Technical
Characteristics
Characteristic | Data |
File extension | DiCOM |
Extension of labeling file | csv |
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