Establishment of ICU Mortality Risk Prediction Models with Machine Learning Algorithm Using MIMIC-IV Database

Establishment of ICU Mortality Risk Prediction Models with Machine Learning Algorithm Using MIMIC-IV Database

<b>Objective:</b> The mortality rate of critically ill patients in ICUs is relatively high. In order to evaluate patients’ mortality risk, different scoring systems are used to help clinicians assess prognosis in ICUs, such as the Acute Physiology and Chronic Health Evaluation III (APACH...

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Bibliographic Details
Main Authors: Ke Pang, Liang Li, Wen Ouyang, Xing Liu, Yongzhong Tang
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Diagnostics
Subjects:
machine learning
postoperative death
prediction model
Online Access:https://www.mdpi.com/2075-4418/12/5/1068

Internet

https://www.mdpi.com/2075-4418/12/5/1068

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