Identification and validation of effective connectivity networks in functional magnetic resonance imaging using switching linear dynamic systems.
Jason F. SmithAjay S. PillaiKewei ChenBarry HorwitzPublished in: NeuroImage (2010)
Keyphrases
- dynamic systems
- brain connectivity
- complex systems
- qualitative reasoning
- discrete event
- consistency based diagnosis
- dynamical systems
- functional magnetic resonance imaging
- brain imaging
- general linear model
- human brain
- linear time invariant
- functional connectivity
- brain activity
- model based diagnosis
- particle filter
- multi agent systems
- correlation analysis
- human subjects
- image processing
- feature selection