Supervised Machine Learning project to predict heart failure with preserved ejection fraction (HFpEF) and heart failure with reduced ejection fraction (HFrEF) in ICUs with 12-lead ECG data. Research is conducted with the Laboratory of Computational Intensive Care Medicine at Johns Hopkins Medicine under Dr. Robert Stevens.
Note: Not all files are included in the repo for confidential reasons.