Post-infarct cardiac remodeling predictions with machine learning

Xavier Dieu,Floris Chabrun,Fabrice Prunier,Denis Angoulvant,Nathan Mewton,François Roubille,Pascal Reynier,Marc Ferre,Valérie Moal,Laurane Cottin,Alain Furber,Gabriel Garcia,Loïc Bière,Delphine Mirebeau-Prunier

International Journal of Cardiology（2022）

引用 2|浏览16

暂无评分

摘要

•Good sensitivity for the prediction of 3-month post-MI Left Ventricular Remodeling•Machine learning approach leads to better results than a traditional statistical one.•Use of multiple feature selection algorithms allowed better variable selection.•Known predictors of post-MI LVR were selected, validating our approach.•Unexpected variables were also selected, requiring further exploration.

查看译文

关键词

Left ventricular remodeling,Myocardial infarction,Machine learning,Deep learning,Neural networks,Cardiac magnetic resonance

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要