Comparison of 3D echocardiographic-derived indices using fully automatic left ventricular endocardial tracing (heart model) and semiautomatic tracing (3DQ-ADV).

Nicholas D'EliaVinesh AppaduraiMichael MallouhiJun NgThomas H MarwickSudhir Wahi

Published in: Echocardiography (Mount Kisco, N.Y.) (2019)

LV and LA volumes were higher with automatic than semiautomatic assessment. Image quality and RWMA may contribute to this discrepancy. These limitations need to be addressed before fully automatic assessment of 3D echocardiograms can be used in the clinic.

Keyphrases

left ventricular
image quality
deep learning
machine learning
heart failure
computed tomography
cardiac resynchronization therapy
mitral valve
primary care
left atrial
neural network
pulmonary hypertension
dual energy
acute coronary syndrome
percutaneous coronary intervention