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（MIMIC-IV-ECHO module）收录了来自4579名独立患者的7243项研究中的逾50万份超声心动图（echocardiograms）。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图。该子数据集涵盖的超声心动图均来自MIMIC-IV临床数据库（MIMIC-IV Clinical Database）中2017至2019年收治的患者。本数据集已提供可将指定超声心动图与可用的心脏病学家报告进行关联的相关信息。MIMIC-IV-ECHO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。

AI搜集汇总

背景与挑战

背景概述

MIMIC-IV-ECHO是一个包含超过50万张超声心动图影像的数据集，源自4,579名在2017年至2019年间入院患者的7,243项研究。该数据集与MIMIC-IV临床数据库匹配，允许链接患者临床信息，且数据已去标识化以满足隐私要求，主要用于心脏疾病的研究和分析。