Subgroup Validity in Machine Learning for Echocardiogram Data

Cynthia Feeney, Shane Williams, Benjamin S. Wessler +1

Echocardiogram datasets enable training deep learning models to automate interpretation of cardiac ultrasound, thereby expanding access to accurate readings of diagnostically-usefu…