Exploratory graphical models of functional and structural connectivity patterns for Alzheimer's Disease diagnosis.
Andrés OrtizJorge MunillaIgnacio Álvarez IllánJuan Manuel GórrizJavier RamírezPublished in: Frontiers Comput. Neurosci. (2015)
Keyphrases
- graphical models
- disease diagnosis
- belief propagation
- probabilistic model
- random variables
- brain regions
- approximate inference
- probabilistic graphical models
- probabilistic inference
- bayesian networks
- markov networks
- structure learning
- early diagnosis
- map inference
- conditional random fields
- pattern discovery
- conditional independence
- comparative analysis
- computer aided diagnosis
- functional connectivity
- factor graphs
- belief networks
- latent variables
- possibilistic networks