Product Hidden Markov Models for subject-based dynamic functional connectivity analysis of the resting state brain.
Marion SourtyLaurent ThoravalJean-Paul ArmspachJack FoucherPublished in: ISBI (2016)
Keyphrases
- hidden markov models
- resting state
- functional connectivity
- brain activity
- activation detection
- brain connectivity
- functional magnetic resonance imaging
- healthy subjects
- brain regions
- functional brain
- conditional random fields
- working memory
- sequential data
- event related
- brain computer interface
- human brain
- brain images
- motion correction
- human subjects
- parameter estimation
- feature vectors