Mammography Segmentation Dataset

Dataset of x-ray of the mammary includes over 3,000 studies that highlight various pathologies such as skin thickening, papilloma, lymph node and etc.

3,000+: studies

14+: pathologies

CASE DESCRIPTION

: The dataset contains 3000 studies. The data format is dicom.

: It includes detailed segmentation masks for 14 pathologies

: The dataset is annotated by the professional medics for segmentation tasks. The annotation is stored in json format

Example of a study

Application areas of the dataset

01.
Medical diagnostics:
Computer vision and classification for automatic detection and classification of various mammary glands pathologies
02.
Clinical Decision Support Systems:
The dataset can enhance decision-making tools by providing accurate segmentation data that assist healthcare professionals in interpreting X-ray
03.
Training Medical Personnel:
Segmentation for the education and training of medical university students, interns, and residents