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MIMIC-CXR Database

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知名数据库2026-06-26 收录
下载链接:
https://physionet.org/content/mimic-cxr/2.1.0/
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资源简介:
MIMIC-CXR Database是一个大型公开胸部X光放射学报告数据集,包含来自美国波士顿Beth Israel Deaconess医学中心的377,110张胸部X光影像及对应的放射学报告。该数据集采用DICOM格式,包含227,835次放射学研究,数据经过去标识化处理以满足HIPAA要求。数据集支持医学图像理解、自然语言处理和决策支持等多种医疗研究任务,是医学影像分析的重要资源。

The MIMIC-CXR Database is a large publicly available chest X-ray radiology report dataset, containing 377,110 chest X-ray images and their corresponding radiology reports from Beth Israel Deaconess Medical Center in Boston, USA. The dataset adopts the DICOM format, covers 227,835 radiology studies, and all data has been de-identified to meet HIPAA requirements. It supports a variety of medical research tasks such as medical image understanding, natural language processing and decision support, and is an important resource for medical image analysis.
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