Left Ventricle Quantification with Cardiac MRI: Deep Learning Meets Statistical Models of Deformation.
Jorge Corral AceroHao XuErnesto ZacurJürgen E. SchneiderPablo LamataAlfonso Bueno-OrovioVicente GrauPublished in: STACOM@MICCAI (2019)
Keyphrases
- statistical models
- deep learning
- cardiac mri
- left ventricle
- statistical model
- fully automatic
- wall thickness
- short axis
- physiological parameters
- left ventricular
- machine learning
- parameter estimation
- image analysis
- image registration
- image processing
- displacement field
- deformation field
- magnetic resonance images
- shape prior
- semi automatic
- action recognition