A novel algorithm for classification of interatrial communications within the oval fossa in the newborn.

Sofie DannesboElisabeth Blixenkrone-MoellerChristian A PihlAnne-Sophie SillesenRuth O VoeggAgnes S DavidsenLouise E LindDorthe L JeppesenCharlotte KruseBetina NoeragerJames K DoddFinn S JorgensenAnna A RajaSteven D ColanLuc MertensVibeke E HjortdalNiels VejlstrupRobert Henry AndersonHenning BundgaardKasper Iversen

Published in: Cardiology in the young (2022)

A new algorithm for echocardiographic classification of interatrial communications in newborns produced almost perfect intraobserver and substantial interobserver agreement. The algorithm may prove useful in both research and clinical practice.

Keyphrases

deep learning
machine learning
clinical practice
pregnant women
left ventricular
neural network
heart failure
left atrial
gestational age
cord blood