Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation.

Adrian V. Dalca John V. Guttag Mert R. Sabuncu

Published 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