Classification of MRI data using deep learning and Gaussian process-based model selection.
Hadrien BertrandMatthieu PerrotRoberto ArdonIsabelle BlochPublished in: ISBI (2017)
Keyphrases
- model selection
- gaussian process
- deep learning
- mri data
- hyperparameters
- unsupervised learning
- cross validation
- gaussian processes
- machine learning
- regression model
- marginal likelihood
- approximate inference
- sample size
- feature selection
- parameter estimation
- expectation propagation
- mixture model
- mr images
- bayesian methods
- decision trees
- information criterion
- graphical models
- pattern recognition
- feature extraction
- image processing
- bayesian information criterion