MIMIC Database

The MIMIC Database includes data recorded from over 90 ICU patients. The data in each case include signals and periodic measurements obtained from a bedside monitor as well as clinical data obtained from the patient's medical record. The recordings vary in length; almost all of them are at least 20 hours, and many are 40 hours or more. In all, the database contains nearly 200 patient-days of real-time signals and accompanying data.MIMIC数据库囊括了超过90位重症监护病房（ICU）患者的记录数据。每个病例的数据均包含来自床旁监护仪获取的信号和周期性测量值，以及从患者病历中获取的临床数据。记录时长各异；其中几乎所有记录均不少于20小时，许多记录时长甚至超过40小时。总计，该数据库包含近200天的实时信号及其伴随数据。

搜集汇总

背景与挑战

背景概述

MIMIC数据库收集了超过90名ICU患者的临床监护数据，包括床边监测信号、周期性测量和医疗记录信息，记录时长普遍在20小时以上，总计涵盖近200个患者日的数据。该数据集主要用于重症监护医学研究，提供丰富的实时生理信号和临床数据支持。