Commercial

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.

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Example of a study
  • studies
    3,000+
  • pathologies
    14+
  • 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.
Example of a study
Example of a study
Download sample

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
Source and collection methodology. Data was collected by a partner of Unidata.

Industries

Medicine and Healthcare:

  • Disease diagnosis:

    Computer vision and classification for automatic detection and classification of various mammary glands pathologies

  • Telemedicine:

    Using remote diagnostics to analyze X-ray and provide conclusions to patients at a distance.

gradient

Education:

  • Medical training:

    Segmentation for the education and training of medical university students, interns, and residents

gradient

What our clients are saying

UniData

4 3 Reviews

Abhijeet Zilpelwar 2025-02-26

Data is well organized and easy to…

Data is well organized and easy to consume. We could download and use it for training within few hours of receiving the data links.

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Paul 2025-02-21

Very Positive Experience!

The team was very responsive when requesting a specific dataset, and was able to work with us on what data we specifically needed and custom pricing for our use case. Overall a great experience, and would recommend them to others!

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Thorsten 2025-01-09

Very good experience

We got in touch with UniData to buy several datasets from them. Communication was very cooperative, quick, and friendly. We were able to find contract conditions that suited both parties well. I also appreciate the team's dedication to understand and address the needs of the customer. And the datasets we bought from UniData matched with our expectations.

Max Crous 2024-10-08

Data purchase

Our team got in touch with UniData for purchasing video data. The team at UniData was transparent, timely, and pleasant to communicate and negotiate with. Their samples and descriptions aligned well with the data we received. We will certainly reach out to UniData again if we're in search of 3rd party video data.

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