Estimating Echocardiographic Myocardial Strain of Left Ventricle with Deep Learning.
Alan Romero-PachecoJorge Pérez-GonzalezNidiyare Hevia MontielPublished in: EMBC (2022)
Keyphrases
- deep learning
- left ventricle
- left ventricular
- heart motion
- short axis
- fully automatic
- long axis
- cardiac mr images
- unsupervised learning
- cardiac mr
- cardiac motion
- abnormality detection
- machine learning
- wall motion
- mental models
- mri data
- heart wall
- tagged mr images
- image analysis
- weakly supervised
- motion analysis
- myocardial perfusion
- supervised learning
- motion tracking
- tagged mri
- mr images
- semi automatic