Automated echocardiography view classification and quality assessment with recognition of unknown views.

Gino E JansenBob D de VosMitchel A MolenaarMark Johan Schuuring Berto Jorrit Bouma Ivana Išgum

Published in: Journal of medical imaging (Bellingham, Wash.) (2024)

The proposed method approaches expert-level performance, enabling fully automatic selection of the most appropriate views for manual or automatic downstream analysis.

Keyphrases

deep learning
machine learning
left ventricular
computed tomography
pulmonary hypertension
high throughput
data analysis