Deep Learning-Based Automated Echocardiographic Measurements in Pediatric and Congenital Heart Disease

Published in medRxiv, 2026

Recommended citation: Platon Lukyanenko, Sunil Ghelani, Yuting Yang, Bohan Jiang, Timothy Miller, Peter Higgins, Manouk Kirakosian, Kaitlyn Tracy, Janet Kane, David Harrild, John Triedman, Andrew J Powell, Tal Geva, William G La Cava, and Joshua Mayourian. 2026. Deep Learning-Based Automated Echocardiographic Measurements in Pediatric and Congenital Heart Disease. In medRxiv. https://pmc.ncbi.nlm.nih.gov/articles/PMC12919117/

Abstract:

Background

Methods