MIMIC-IV-ECHO: Echocardiogram Matched Subset

The MIMIC-IV-ECHO module contains more than 500,000 echocardiograms across
7,243 studies from 4,579 distinct patients. A given study consists of numerous
sequences of images, with each sequence representing a particular view of the
patient's heart. This subset contains echocardiograms for patients who appear
in the MIMIC-IV Clinical Database and were admitted between 2017 and 2019. We
have provided information for linking a given echocardiogram to the
cardiologist's report where available. Records in MIMIC-IV-ECHO are matched to
the MIMIC-IV Clinical Database, making it possible to link to information
across the MIMIC-IV modules..

MIMIC-IV-ECHO 模块包含超过50万份超声心动图（echocardiograms），涵盖来自4579名独立患者的7243项研究。每项研究包含多组图像序列，每组序列对应患者心脏的某一特定成像视角。该子集收录了MIMIC-IV临床数据库（MIMIC-IV Clinical Database）中2017至2019年收治患者的超声心动图。我们已提供可将单份超声心动图与可用的心脏科医师报告进行关联的相关信息。MIMIC-IV-ECHO模块中的记录已与MIMIC-IV临床数据库完成匹配，因此可实现跨MIMIC-IV各模块的信息关联。

搜集汇总

背景与挑战

背景概述

MIMIC-IV-ECHO数据集包含来自4,579名患者的7,243项研究中的超过525,000个心脏超声图像，时间跨度为2017年至2019年。这些数据以DICOM格式存储，并与MIMIC-IV临床数据库中的患者信息通过唯一标识符链接，支持心脏疾病的诊断和治疗研究。