Spatiotemporal Modeling of Brain Dynamics Using Resting-State Functional Magnetic Resonance Imaging with Gaussian Hidden Markov Model.
Shiyang ChenJason LangleyXiangchuan ChenXiaoping HuPublished in: Brain Connect. (2016)
Keyphrases
- hidden markov models
- resting state
- functional magnetic resonance imaging
- brain activity
- activation detection
- functional connectivity
- human brain
- brain connectivity
- healthy subjects
- prefrontal cortex
- brain imaging
- event related
- data analysis
- brain regions
- brain images
- granger causality
- motion correction
- human subjects
- high dimensional
- pattern classification
- correlation analysis
- pattern recognition
- maximum likelihood
- brain computer interface
- functional brain
- working memory
- decision making