Left ventricle segmentation combining deep learning and deformable models with anatomical constraints.
Matheus Alberto de Oliveira RibeiroFátima L. S. NunesPublished in: J. Biomed. Informatics (2023)
Keyphrases
- deformable models
- deep learning
- medical images
- medical image analysis
- auxiliary variables
- atlas construction
- statistical shape
- shape prior
- unsupervised learning
- unsupervised feature learning
- image segmentation
- machine learning
- anatomical structures
- medical imaging
- magnetic resonance images
- mr images
- image analysis
- high dimensional
- weakly supervised
- three dimensional