Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection.
Hadrien BertrandMatthieu PerrotRoberto ArdonIsabelle BlochPublished in: CoRR (2017)
Keyphrases
- model selection
- gaussian process
- deep learning
- mri data
- hyperparameters
- unsupervised learning
- cross validation
- gaussian processes
- machine learning
- regression model
- feature selection
- marginal likelihood
- parameter estimation
- mixture model
- approximate inference
- sample size
- bayesian methods
- expectation propagation
- mr images
- decision trees
- semi supervised
- pattern recognition
- bayesian information criterion
- level set
- bayesian framework
- random sampling
- data sets