Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging.
Xiaoran ChenNick PawlowskiMartin RajchlBen GlockerEnder KonukogluPublished in: CoRR (2018)
Keyphrases
- medical imaging
- generative model
- medical images
- x ray
- image registration
- probabilistic model
- medical image processing
- mixture model
- anatomical structures
- image analysis
- discriminative learning
- image segmentation
- image processing and analysis
- image processing
- prior knowledge
- shape analysis
- discriminative models
- imaging modalities
- conditional random fields
- deep belief networks
- hierarchical hidden markov models
- remote sensing
- em algorithm
- object categories
- topic models
- image guided surgery
- volumetric data
- semi supervised
- data sets
- computer vision
- biomedical engineering
- generative and discriminative models
- denoising
- data mining
- expectation maximization
- object detection
- pairwise
- high quality
- text classification
- representational power
- maximum entropy