Generative Discriminative Models for Multivariate Inference and Statistical Mapping in Medical Imaging.
Erdem VarolAristeidis SotirasKe ZengChristos DavatzikosPublished in: MICCAI (3) (2018)
Keyphrases
- medical imaging
- discriminative models
- generative model
- semi supervised learning
- medical images
- discriminative learning
- probabilistic model
- x ray
- hybrid generative discriminative
- medical image processing
- generative and discriminative models
- image analysis
- probabilistic boosting tree
- magnetic resonance images
- image registration
- language modeling
- learning tasks
- image segmentation
- computer vision
- conditional random fields
- magnetic resonance imaging
- remote sensing
- bayesian networks
- image processing
- language model
- image statistics
- semi supervised
- conditional probabilities
- structured prediction
- efficient learning
- prior knowledge
- learning algorithm