Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation.
Adrian V. DalcaJohn V. GuttagMert R. SabuncuPublished in: CoRR (2019)
Keyphrases
- medical images
- fully unsupervised
- biomedical image analysis
- image segmentation
- statistical shape
- biomedical images
- segmentation algorithm
- brain mri
- bayesian image segmentation
- anatomical structures
- level set
- segmentation method
- three dimensional
- prior information
- probabilistic atlas
- shape prior
- text segmentation
- unsupervised learning
- social networks
- brain connectivity
- image analysis
- atlas construction
- semi supervised
- region growing
- prior probabilities
- prior model
- brain atlas
- bayesian framework
- network structure
- supervised learning
- deep learning
- network architecture
- text mining
- prior knowledge
- automatic segmentation
- deformable models
- edge detection