Accurate predictions of individual differences in task-evoked brain activity from resting-state fMRI using a sparse ensemble learner.
Ying-Qiu ZhengSeyedeh-Rezvan FarahibozorgWeikang GongHossein RafipoorSaâd JbabdiStephen M. SmithPublished in: NeuroImage (2022)
Keyphrases
- brain activity
- individual differences
- brain regions
- resting state fmri
- functional magnetic resonance imaging
- learning outcomes
- functional connectivity
- cognitive load
- working memory
- learning environment
- human subjects
- high dimensional
- eeg signals
- online shopping
- brain computer interface
- e learning
- sparse representation
- cognitive states
- human brain
- learning process