Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs.
Nils GessertAlexander SchlaeferPublished in: STACOM@MICCAI (2019)
Keyphrases
- left ventricle
- cardiac mr images
- echocardiographic images
- cardiac mr
- blood pool
- fully automatic
- cardiac mri
- long axis
- cardiac magnetic resonance
- wall motion
- short axis
- volumetric data
- image analysis
- anatomical knowledge
- ultrasound images
- heart wall
- left ventricular
- model selection
- tagged mr images
- prior information
- nonrigid registration
- image segmentation
- deformable models
- segmentation algorithm
- mri data
- magnetic resonance imaging
- level set
- edge detection
- vessel segmentation
- fully automated
- segmentation method
- markov random field
- ground truth