Using Multidimensional Bayesian Network Classifiers to Assist the Treatment of Multiple Sclerosis.
Juan Diego RodríguezAritz Pérez MartínezDavid ArtetaDiego TejedorJosé Antonio LozanoPublished in: IEEE Trans. Syst. Man Cybern. Part C (2012)
Keyphrases
- bayesian network classifiers
- multiple sclerosis
- disease progression
- magnetic resonance images
- clinical trials
- brain mri
- white matter
- bayesian networks
- magnetic resonance
- structure learning
- mr images
- classification accuracy
- discriminative learning
- naive bayes
- benchmark data sets
- brain tissue
- class imbalance
- human brain
- data sets
- image data
- support vector
- training data
- decision trees
- data mining