External validation of a deep learning electrocardiogram algorithm to detect ventricular dysfunction

Abstract

The AI-ECG detected LVSD with robust test performance in a population that was very different from that used to develop the algorithm. Population-specific cut-offs may be necessary for clinical implementation. Differences in population characteristics, ECG and echocardiographic data quality may affect test performance.