A Machine Learning Model Utilizing a Novel SNP Shows Enhanced Prediction of Coronary Artery Disease Severity

A Machine Learning Model Utilizing a Novel SNP Shows Enhanced Prediction of Coronary Artery Disease Severity

<i>Background:</i> Machine learning (ML) has emerged as a powerful approach for predicting outcomes based on patterns and inferences. Improving prediction of severe coronary artery disease (CAD) has the potential for personalizing prevention and treatment strategies and for identifying i...

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Bibliographic Details
Main Authors: Tanyaporn Pattarabanjird, Corban Cress, Anh Nguyen, Angela Taylor, Stefan Bekiranov, Coleen McNamara
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Genes
Subjects:
machine learning
deep learning
severity score
coronary artery disease
single nucleotide polymorphism
ID3
Online Access:https://www.mdpi.com/2073-4425/11/12/1446

Internet

https://www.mdpi.com/2073-4425/11/12/1446

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