A Convolutional Autoencoder Approach To Learn Volumetric Shape Representations For Brain Structures.
Evan M. YuMert R. SabuncuPublished in: ISBI (2019)
Keyphrases
- brain structures
- shape analysis
- human brain
- mr images
- quantitative analysis
- magnetic resonance images
- medical image analysis
- medical imaging
- corpus callosum
- shape variations
- restricted boltzmann machine
- atlas based segmentation
- anatomical structures
- medical images
- shape descriptors
- shape representation
- deep learning
- image registration
- pattern recognition
- three dimensional
- shape prior
- computationally efficient
- active contours
- generative model
- geometric models
- image analysis