MIMIC-IV v2.2
收藏arXiv2025-09-30 收录
下载链接：
https://physionet.org/content/mimiciv/2.2/
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资源简介：
该数据集名为MIMIC-IV v2.2，包含了入住重症监护病房患者的健康相关数据，其中包括人口统计资料和共病模式。数据集还包括详尽的健康记录和共病信息，并允许对病人入院的时间模式进行分析。在非轻度认知障碍（MCI）队列中，数据集包含了44,880名患者，而在MCI队列中则有654名患者。该数据集的任务是使用机器学习方法预测轻度认知障碍患者的谵妄风险。
This dataset is named MIMIC-IV v2.2, which encompasses health-related data of patients admitted to intensive care units (ICUs), including demographic information and comorbidity patterns. It also contains comprehensive health records and comorbidity details, enabling analysis of temporal patterns in patient admissions. In the non-mild cognitive impairment (MCI) cohort, the dataset includes 44,880 patients, while the MCI cohort has 654 patients. The task of this dataset is to predict delirium risk for patients with mild cognitive impairment using machine learning methods.
提供机构：
MIT Lab for Computational Physiology
