Prediction model of in-hospital mortality in intensive care unit patients with cardiac arrest: a retrospective analysis of MIMIC -IV database based on machine learning

Prediction model of in-hospital mortality in intensive care unit patients with cardiac arrest: a retrospective analysis of MIMIC -IV database based on machine learning

Abstract Background Both in-hospital cardiac arrest (IHCA) and out-of-hospital cardiac arrest (OHCA) have higher incidence and lower survival rates. Predictors of in-hospital mortality for intensive care unit (ICU) admitted cardiac arrest (CA) patients remain unclear. Methods The Medical Information...

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Bibliographic Details
Main Authors: Yiwu Sun, Zhaoyi He, Jie Ren, Yifan Wu
Format: Article
Language:English
Published: BMC 2023-05-01
Series:BMC Anesthesiology
Subjects:
Prediction model
Machine learning
Cardiac arrest
Intensive care unit
In-hospital mortality
MIMIC-IV database
Online Access:https://doi.org/10.1186/s12871-023-02138-5

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