Brain fMRI segmentation under emotion stimuli incorporating attention-based deep convolutional neural networks.
Jie LiuNilanjan DeyNabanita DasRubén González CrespoFuqian ShiChanjuan LiuPublished in: Appl. Soft Comput. (2022)
Keyphrases
- cognitive states
- brain activity
- convolutional neural networks
- human brain
- visual stimuli
- functional magnetic resonance imaging
- brain mapping
- caudate nucleus
- activation detection
- brain images
- image segmentation
- segmentation algorithm
- level set
- medical images
- brain structures
- human subjects
- cognitive processes
- data analysis
- brain tumors
- multiscale
- mental states
- cognitive model
- brain computer interface
- brain regions
- shape prior
- event related
- brain mri
- white matter
- magnetic resonance images
- resting state fmri
- segmentation method
- motion correction
- activation patterns
- automatic segmentation
- convolutional network