Relating Brain Functional Connectivity to Anatomical Connections: Model Selection.
Fani DeligianniGaël VaroquauxBertrand ThirionEmma C. RobinsonDavid J. SharpA. David EdwardsDaniel RueckertPublished in: MLINI (2011)
Keyphrases
- functional connectivity
- model selection
- brain connectivity
- cross validation
- hyperparameters
- parameter estimation
- sample size
- multi channel
- regression model
- machine learning
- functional magnetic resonance imaging
- working memory
- model selection criteria
- mixture model
- selection criterion
- brain regions
- information criterion
- feature selection
- computational model
- diffusion tensor imaging
- optical flow
- similarity measure