MIMIC-CXR Database

The MIMIC Chest X-ray (MIMIC-CXR) Database v2.0.0 is a large publicly
available dataset of chest radiographs in DICOM format with free-text
radiology reports. The dataset contains 377,110 images corresponding to
227,835 radiographic studies performed at the Beth Israel Deaconess Medical
Center in Boston, MA. The dataset is de-identified to satisfy the US Health
Insurance Portability and Accountability Act of 1996 (HIPAA) Safe Harbor
requirements. Protected health information (PHI) has been removed. The dataset
is intended to support a wide body of research in medicine including image
understanding, natural language processing, and decision support.

MIMIC胸部X射线（MIMIC-CXR）数据库v2.0.0是一款大型公开数据集，收录了DICOM格式的胸部放射影像及配套自由文本放射学报告。该数据集包含377110张影像，对应美国马萨诸塞州波士顿贝斯以色列女执事医疗中心开展的227835项放射学检查。本数据集已完成去标识化处理，符合1996年美国《健康保险流通与责任法案》（Health Insurance Portability and Accountability Act，简称HIPAA）的安全港条款要求，已移除全部受保护的健康信息（Protected Health Information，简称PHI）。本数据集旨在支撑医学领域的多元研究方向，涵盖图像理解、自然语言处理及临床决策支持等领域。

搜集汇总

背景与挑战

背景概述

MIMIC-CXR Database是一个包含377,110张胸部X光片和227,835项放射学研究的大型公开数据集，数据来自波士顿贝斯以色列女执事医疗中心。数据集经过去标识化处理，支持医学图像理解、自然语言处理等研究。