A machine learning model to predict critical care outcomes in patient with chest pain visiting the emergency department

A machine learning model to predict critical care outcomes in patient with chest pain visiting the emergency department

Abstract Background Currently, the risk stratification of critically ill patient with chest pain is a challenge. We aimed to use machine learning approach to predict the critical care outcomes in patients with chest pain, and simultaneously compare its performance with HEART, GRACE, and TIMI scores....

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Bibliographic Details
Main Authors: Ting Ting Wu, Ruo Fei Zheng, Zhi Zhong Lin, Hai Rong Gong, Hong Li
Format: Article
Language:English
Published: BMC 2021-10-01
Series:BMC Emergency Medicine
Subjects:
Machine learning
LASSO regression
Chest pain
Critical care outcome
Prediction model
Emergency department
Online Access:https://doi.org/10.1186/s12873-021-00501-8

Internet

https://doi.org/10.1186/s12873-021-00501-8

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