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- ---
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- license: cc-by-nc-nd-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: cc-by-nc-nd-4.0
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+ task_categories:
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+ - image-segmentation
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+ tags:
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+ - dicom
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+ - medicine
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+ - healthcare
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+ - medical imaging
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+ - xray
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+ - health
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+ - computer vision
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+ - mammography
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+ size_categories:
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+ - 100K<n<1M
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+ ---
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+ # X-ray of the mammary for computer vision tasks
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+ Dataset comprises over 600,000 studies, including 100,000+ studies with protocols developed by medical professionals and 500,000+ studies without protocols. It is designed for research in breast imaging, focusing on various cancer detection methods, primarily aimed at improving diagnosis and early detection of breast cancers.
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+ By utilizing this dataset, researchers and developers can advance their understanding and capabilities in mammographic interpretation, image analysis, and machine learning techniques. - **[Get the data](https://unidata.pro/datasets/mammography-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=cmammography-dataset)**
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+ It also includes diverse clinical data and patient information, allowing for in-depth studies on breast tumors and related diseases.
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+ # 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/mammography-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=mammography-dataset) to discuss your requirements and pricing options.
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+
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+
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+ # Example of the data
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+ ![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2F208d9cd195ea6350a00ce886362d745a%2Fexample%20of%20series2%20(1).PNG?generation=1742988836332292&alt=media)
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+
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+ The studies directory contains studyUID-X directories, each of which contains studies in DICOM format.It includes a CSV file with information about each study, including the target pathology indicating pathology presence (1) or absence (0).
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+ # 🌐 [UniData](https://unidata.pro/datasets/mammography-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=mammography-dataset) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects