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RSNA Intracranial Hemorrhage Detection

computed tomography computer vision csv labeled machine learning medical image computing medical imaging radiology x-ray tomography

Description

RSNA assembled this dataset in 2019 for the RSNA Intracranial Hemorrhage Detection AI Challenge (https://www.kaggle.com/c/rsna-intracranial-hemorrhage-detection/). De-identified head CT studies were provided by four research institutions. A group of over 60 volunteer expert radiologists recruited by RSNA and the American Society of Neuroradiology labeled over 25,000 exams for the presence and subtype classification of acute intracranial hemorrhage.

Update Frequency

The dataset may be updated with additional or corrected data on a need-to-update basis.

License

You may access and use these de-identified imaging datasets and annotations (“the data”) for non-commercial purposes only, including academic research and education, as long as you agree to abide by the following provisions: Not to make any attempt to identify or contact any individual(s) who may be the subjects of the data. If you share or re-distribute the data in any form, include a citation to the “Brain CT Hemorrhage Dataset, Copyright RSNA, 2019” as follows: Flanders AF, et al. The RSNA Brain CT Hemorrhage Dataset [10.1148/ryai.2020190211]. Radiology: Artificial Intelligence 2020;2:3.

Documentation

https://github.com/RSNA/AI-Challenge-Data

Managed By

Radiological Society of North America (https://www.rsna.org/)

See all datasets managed by Radiological Society of North America (https://www.rsna.org/).

Contact

informatics@rsna.org

How to Cite

RSNA Intracranial Hemorrhage Detection was accessed on DATE from https://registry.opendata.aws/rsna-intracranial-hemorrhage-detection.

Usage Examples

Publications

Resources on AWS

  • Description
    Zip archive containing DCM and CSV files
    Resource type
    S3 Bucket Controlled Access
    Amazon Resource Name (ARN)
    arn:aws:s3:::intracranial-hemorrhage
    AWS Region
    us-west-2

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