Polygenic Hyperlipidemias and Coronary Artery Disease Risk
Sign Up to like & getrecommendations! Published in 2020 at "Circulation. Genomic and Precision Medicine"
DOI: 10.1161/circgen.119.002725
Abstract: Supplemental Digital Content is available in the text. Background: Hyperlipidemia is a highly heritable risk factor for coronary artery disease (CAD). While monogenic familial hypercholesterolemia associates with severely increased CAD risk, it remains less clear… read more here.
Keywords: artery disease; cad; coronary artery; risk ... See more keywords
Machine Learning Coronary Artery Disease Prediction Based on Imaging and Non-Imaging Data
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12061466
Abstract: The prediction of obstructive atherosclerotic disease has significant clinical meaning for the decision making. In this study, a machine learning predictive model based on gradient boosting classifier is presented, aiming to identify the patients of… read more here.
Keywords: cad risk; non imaging; machine learning; model ... See more keywords