XGBoost, A Novel Explainable AI Technique, in the Prediction of Myocardial Infarction: A UK Biobank Cohort Study.

We wanted to assess if "Explainable AI" in the form of extreme gradient boosting (XGBoost) could outperform traditional logistic regression in predicting myocardial infarction (MI) in a large cohort. Two machine learning methods, XGBoost and logistic regression, were compared in predicting risk of M...

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Bibliographic Details
Published in:Clinical Medicine Insights: Cardiology Vol. 16; pp. 1 - 7
Main Authors: Moore, Alexander, Bell, Max
Format: research tables/charts Journal Article
Published: Sage Publications Inc. 11/8/2022
Online Access:View this record in EBSCOhost