2-Dimensional Echocardiographic Global Longitudinal Strain With Artificial Intelligence Using Open Data From a UK-Wide Collaborative.

Catherine C StowellJames P HowardTiffany NgGraham D ColeSanjeev BhattacharyyaJobanpreet SehmiMaysaa AlzetaniCamelia D DemetrescuAdam HartleyAmar SinghArjun GhoshKavitha VimalesvaranKenneth MangionRonak RajaniBushra S RanaMassoud ZolgharniDarrel P FrancisMatthew J Shun-Shin

Published in: JACC. Cardiovascular imaging (2024)

Our open-source approach to calculating GLS agrees with experts' consensus as strongly as the individual expert measurements and proprietary machine solutions. The training data, code, and trained networks are freely available online.

Keyphrases

artificial intelligence
big data
deep learning
machine learning
electronic health record
cross sectional
clinical practice
left ventricular
minimally invasive
social media
mitral valve
pulmonary hypertension
quality improvement
heart failure
left atrial