Classification of cognitive ability of healthy older individuals using resting-state functional connectivity magnetic resonance imaging and an extreme learning machine.
Shiying ZhangManling GeHao ChengShenghua ChenYihui LiKaiwei WangPublished in: BMC Medical Imaging (2024)
Keyphrases
- resting state
- functional connectivity
- magnetic resonance imaging
- healthy subjects
- working memory
- brain activity
- activation detection
- mri data
- medical images
- prefrontal cortex
- functional magnetic resonance imaging
- magnetic resonance images
- brain connectivity
- medical imaging
- pattern recognition
- diffusion tensor imaging
- brain computer interface
- mri images
- cognitive load
- eeg signals
- extracted features
- machine learning
- cognitive states
- brain regions
- motion correction
- cognitive architecture
- anatomical structures
- pattern classification
- image reconstruction
- information processing
- feature space
- feature selection