Machine learning applied to energy waveform ECG for prediction of subclinical myocardial dysfunction – European Heart Journal October 2019

Using ML algorithms, sensitivity of ewECG is suitable for application as a screening test for SBHF in apparent SAHF. Our data suggest ewECG could reduce the number of echocardiograms performed as part of a HF population screening program by 18-25%.