A graphical model approach to ATLAS-free mining of MRI images.
Chris S. MagnanoAmeet SoniSriraam NatarajanGautam KunapuliPublished in: SDM (2014)
Keyphrases
- graphical models
- mri images
- belief propagation
- random variables
- medical images
- probabilistic graphical models
- probabilistic model
- magnetic resonance imaging
- approximate inference
- mri brain images
- imaging modalities
- conditional random fields
- magnetic resonance images
- probabilistic inference
- mr images
- exact inference
- data mining
- factor graphs
- belief networks
- text mining
- bayesian networks
- conditional independence
- markov networks
- mri data
- brain tumors
- higher order
- medical imaging
- image data
- efficient inference algorithms
- high quality