Article
A Machine Learning Model Utilizing a Novel SNP Shows Enhanced Prediction of Coronary Artery Disease Severity.
Genes - 1 Dec 2020
Pattarabanjird Tanyaporn, Cress Corban, Nguyen Anh, Taylor Angela, Bekiranov Stefan, McNamara Coleen
Abstract excerpt
Background: 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 individuals that may benefit from cardiac catheterization. We developed a novel ML approach combining traditional cardiac risk factors...
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