BOLD fMRI-Based Brain Perfusion Prediction Using Deep Dilated Wide Activation Networks.
Danfeng XieYiran LiHanLu YangDonghui SongYuanqi ShangQiu GeLi BaiZe WangPublished in: MLMI@MICCAI (2019)
Keyphrases
- functional magnetic resonance imaging
- activation detection
- functional mri
- activation patterns
- human brain
- event related
- brain activation
- motion correction
- brain activity
- correlation analysis
- cerebral blood flow
- brain connectivity
- brain images
- data analysis
- brain imaging
- prediction accuracy
- statistical parametric mapping
- high dimensional
- brain regions
- human subjects
- functional connectivity
- healthy subjects
- pattern classification
- brain tissue
- mri data
- single photon emission computed tomography
- information processing
- prediction model
- spatial patterns
- social networks
- brain injury
- magnetic resonance images
- network structure
- visuo motor
- mr imaging
- medical images
- cortical areas
- fully automatic
- blood flow
- inter subject
- white matter
- spatial correlation