Combining the Strengths of the Explainable Boosting Machine and Metabolomics Approaches for Biomarker Discovery in Acute Myocardial Infarction

Acute Myocardial Infarction (AMI), a common disease that can have serious consequences, occurs when myocardial blood flow stops due to occlusion of the coronary artery. Early and accurate prediction of AMI is critical for rapid prognosis and improved patient outcomes. Metabolomics, the study of smal...

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Bibliographic Details

Published in:	Diagnostics
Main Authors:	Ahmet Kadir Arslan, Fatma Hilal Yagin, Abdulmohsen Algarni, Fahaid AL-Hashem, Luca Paolo Ardigò
Format:	Article
Language:	English
Published:	MDPI AG 2024-06-01
Subjects:	Explainable Boosting Machine acute myocardial infarction metabolomics biomarkers
Online Access:	https://www.mdpi.com/2075-4418/14/13/1353