A Novel Bayesian Model Incorporating Deep Neural Network and Statistical Shape Model for Pancreas Segmentation.
Jingting MaFeng LinStefan WesargMarius ErdtPublished in: MICCAI (4) (2018)
Keyphrases
- statistical shape model
- bayesian model
- shape model
- bayesian inference
- ground truth data
- shape variations
- active shape model
- bayesian framework
- shape prior
- conditional probabilities
- segmentation algorithm
- level set
- deformation field
- medical images
- multi task learning
- image reconstruction
- energy function
- learning algorithm
- noise level
- posterior distribution
- ground truth
- multiscale
- image segmentation
- computer vision