Development of Prediction Models for Acute Myocardial Infarction at Prehospital Stage with Machine Learning Based on a Nationwide Database

Development of Prediction Models for Acute Myocardial Infarction at Prehospital Stage with Machine Learning Based on a Nationwide Database

Models for predicting acute myocardial infarction (AMI) at the prehospital stage were developed and their efficacy compared, based on variables identified from a nationwide systematic emergency medical service (EMS) registry using conventional statistical methods and machine learning algorithms. Pat...

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Bibliographic Details
Main Authors: Arom Choi, Min Joung Kim, Ji Min Sung, Sunhee Kim, Jayoung Lee, Heejung Hyun, Hyeon Chang Kim, Ji Hoon Kim, Hyuk-Jae Chang
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Journal of Cardiovascular Development and Disease
Subjects:
acute myocardial infarction
prediction
machine learning
nationwide prehospital record
Online Access:https://www.mdpi.com/2308-3425/9/12/430

Internet

https://www.mdpi.com/2308-3425/9/12/430

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