Clinical Admission Notes from MIMIC-III

该数据集由 MIMIC-III（重症监护医疗信息集市 III）创建，包含模拟的患者入院记录。临床记录包含患者在入住 ICU 时的信息，并被标记为四个结果预测任务：出院时的诊断、执行的程序、住院死亡率和住院时间。 要获取数据，首先必须访问 MIMIC-III 数据集，然后运行链接存储库中引入的脚本。This dataset is constructed from MIMIC-III (Medical Information Mart for Intensive Care III), containing simulated patient admission records. The clinical records cover information of patients during their ICU stay, and are labeled for four outcome prediction tasks: diagnosis at discharge, performed procedures, in-hospital mortality, and length of stay. To obtain the data, users must first gain access to the MIMIC-III dataset, then run the scripts introduced in the linked repository.

搜集汇总

背景与挑战

背景概述

本数据集源自MIMIC-III，收录了模拟的患者入院临床记录，用于支持出院诊断、医疗程序、死亡率和住院时间等四项预测任务。使用前需先获取MIMIC-III数据并执行配套脚本。