A systematic comparison of generative models for medical images.
Hristina UzunovaMatthias WilmsNils D. ForkertHeinz HandelsJan EhrhardtPublished in: Int. J. Comput. Assist. Radiol. Surg. (2022)
Keyphrases
- medical images
- generative model
- probabilistic model
- medical image analysis
- anatomical structures
- deformable models
- discriminative learning
- medical imaging
- prior knowledge
- discriminative models
- mixture model
- mr images
- hierarchical hidden markov models
- region of interest
- segmentation of medical images
- generative and discriminative models
- em algorithm
- semi supervised
- medical image retrieval
- n gram
- semi supervised learning
- expectation maximization
- co occurrence
- information extraction
- learning algorithm