Topology-Preserving Augmentation for CNN-Based Segmentation of Congenital Heart Defects from 3D Paediatric CMR.
Nick ByrneJames R. CloughIsra ValverdeGiovanni MontanaAndrew P. KingPublished in: SUSI/PIPPI@MICCAI (2019)
Keyphrases
- topology preserving
- level set method
- topology preservation
- level set
- left ventricle
- accurate segmentation
- image segmentation
- self organizing maps
- competitive learning
- binary images
- segmentation method
- fully automatic
- heart disease
- shape prior
- multiscale
- medical images
- geometric deformable models
- region growing
- segmentation algorithm
- deformation field
- deformable models
- short axis
- energy functional
- model selection
- multiresolution
- narrow band
- image analysis
- image processing