Cardiac valve event timing in echocardiography using deep learning and triplane recordings.
Benjamin Strandli FermannJohn NybergEspen W. RemmeJahn Frederik GrueHelén GrueRoger HålandLasse LøvstakkenHåvard DalenBjørnar GrenneSvein Arne AaseSten Roar SnareAndreas ØstvikPublished in: CoRR (2024)
Keyphrases
- deep learning
- left ventricle
- unsupervised learning
- echocardiographic images
- cardiac cycle
- cardiac imaging
- patient specific
- machine learning
- unsupervised feature learning
- fully automatic
- mitral valve
- mental models
- deep architectures
- weakly supervised
- left ventricular
- magnetic resonance imaging
- beating heart
- decision support system
- domain specific