Structured Deep Generative Model of fMRI Signals for Mental Disorder Diagnosis.
Takashi MatsubaraTetsuo TashiroKuniaki UeharaPublished in: MICCAI (3) (2018)
Keyphrases
- generative model
- brain activity
- probabilistic model
- prior knowledge
- bayesian framework
- data analysis
- human brain
- posterior probability
- em algorithm
- conditional random fields
- signal processing
- semi supervised
- discriminative learning
- discriminative models
- latent dirichlet allocation
- generative and discriminative models
- expectation maximization
- learning algorithm
- machine learning
- maximum likelihood
- image classification
- graphical models
- functional magnetic resonance imaging
- fisher kernel
- data mining