Mammography Segmentation Dataset
It is a labeled breast X-ray dataset containing over 3,000 digital mammography images in DICOM format with pixel-level annotations for 14+ breast pathologies, designed for cancer detection, lesion segmentation, and training deep learning models in medical imaging and early diagnosis of breast cancer.
-
- studies
- 3,000+
-
- pathologies
- 14+
- Medicine
- Segmentation
- Computer Vision
- Classification
- Machine Learning
It is a labeled breast X-ray dataset containing over 3,000 digital mammography images in DICOM format with pixel-level annotations for 14+ breast pathologies, designed for cancer detection, lesion segmentation, and training deep learning models in medical imaging and early diagnosis of breast cancer.
- Medicine
- Segmentation
- Computer Vision
- Classification
- Machine Learning
-
- studies
- 3,000+
-
- pathologies
- 14+
Dataset Info
| Characteristic | Data |
| Description | X-ray of the mammary to recognize pathologies |
| Data types | DiCOM |
| Markup | Segmentation of pathologies |
| Tasks | Pathology recognition, computer vision. |
| Number of studies | 3,000+ |
| Number of pathologies | 14+ |
| Labeling | segmentation of a pathology |
| List of annotated classes | Skin thickening, papilloma, malignant lesion, benign lesion, malignant calcification cluster, calcified vessel, artifact, calcified cyst, lymph node, fibrocystic changes, single calcification, nipple, retracted nipple, others. |
Pathologies
- Skin thickening
- papilloma
- malignant lesion
- benign lesion
- malignant calcification cluste
- calcified vessel
- artifact
- calcified cyst
- lymph node
- fibrocystic changes
- single calcification
- nipple
- retracted nipple
- others
Technical
Characteristics
| Characteristic | Data |
| File extension | DiCOM |
| Extension of labeling file | json |
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