Characterizing Functional Connectivity Differences in Aging Adults using Machine Learning on Resting State fMRI Data.
Svyatoslav VergunAlok DeshpandeTimothy B. MeierJie SongDana TudorascuVeena A. NairVikas SinghBharat B. BiswalMary Elizabeth MeyerandRasmus M. BirnVivek PrabhakaranPublished in: Frontiers Comput. Neurosci. (2013)
Keyphrases
- functional connectivity
- resting state
- machine learning
- brain activity
- activation detection
- brain connectivity
- healthy subjects
- prefrontal cortex
- working memory
- multi channel
- pattern recognition
- individual differences
- brain regions
- functional magnetic resonance imaging
- data mining
- data analysis
- granger causality
- information processing
- diffusion tensor imaging