SynthMap: a generative model for synthesis of 3D datasets for quantitative MRI parameter mapping of myelin water fraction.
Serge Vasylechko DidenkoSimon K. WarfieldSila KurugolOnur AfacanPublished in: MIDL (2022)
Keyphrases
- generative model
- probabilistic model
- prior knowledge
- semi supervised
- bayesian framework
- magnetic resonance imaging
- em algorithm
- latent space
- discriminative learning
- topic models
- posterior probability
- human hair
- discriminative models
- medical images
- object categories
- magnetic resonance images
- mr images
- markov chain monte carlo
- medical imaging
- decision trees
- generative and discriminative models
- microscopic images
- learned models
- parameter estimation
- co occurrence
- training data