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: IEEE J. Biomed. Health Informatics (2024)
Keyphrases
- deep learning
- left ventricle
- unsupervised learning
- unsupervised feature learning
- cardiac imaging
- cardiac cycle
- patient specific
- echocardiographic images
- fully automatic
- mitral valve
- machine learning
- mental models
- left ventricular
- viewpoint
- deep architectures
- beating heart
- cardiac motion
- image sequences
- action potentials
- weakly supervised
- magnetic resonance imaging