Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs.
Nils GessertAlexander SchlaeferPublished in: CoRR (2019)
Keyphrases
- left ventricle
- cardiac mr images
- fully automatic
- echocardiographic images
- blood pool
- cardiac mri
- cardiac mr
- long axis
- cardiac magnetic resonance
- anatomical knowledge
- short axis
- wall motion
- volumetric data
- left ventricular
- heart wall
- image analysis
- segmentation algorithm
- vessel segmentation
- image segmentation
- fully automated
- ultrasound images
- region growing
- segmentation method
- medical images
- tagged mr images
- prior information
- deformable models
- semi automatic
- mri images
- physiological parameters
- model selection
- image processing