Capturing brain-cognition relationship: Integrating task-based fMRI across tasks markedly boosts prediction and test-retest reliability.
Alina TeterevaJean LiJeremiah D. DengArgyris K. StringarisNarun PatPublished in: NeuroImage (2022)
Keyphrases
- cognitive tasks
- functional magnetic resonance imaging
- human brain
- cognitive states
- activation detection
- brain activity
- event related
- prediction accuracy
- cognitive processes
- visuo motor
- information processing
- activation patterns
- cognitive functions
- cognitive model
- human intelligence
- brain imaging
- statistical parametric mapping
- brain images
- correlation analysis
- functional connectivity
- brain mapping
- high dimensional
- data analysis
- artificial intelligence
- human cognition
- brain tissue
- structural equation modeling
- prediction error
- robotic systems
- pattern classification
- signal processing
- functional mri
- functional brain