Left Ventricular Parameter Regression from Deep Feature Maps of a Jointly Trained Segmentation CNN.
Sofie TilborghsFrederik MaesPublished in: STACOM@MICCAI (2019)
Keyphrases
- feature maps
- cardiac mr images
- left ventricular
- cardiac mri
- fully automatic
- short axis
- motion analysis
- mri data
- self organizing maps
- displacement field
- neural network
- left ventricle
- segmentation algorithm
- feature space
- feature vectors
- multiscale
- kernel function
- level set
- saliency map
- image analysis
- image segmentation
- medical images
- energy function
- data sets
- motion tracking
- similarity measure