A 3D Multi-task Regression and Ordinal Regression Deep Neural Network for Collateral Imaging from Dynamic Susceptibility Contrast-Enhanced MR perfusion in Acute Ischemic Stroke.
Hoang Long LeHong Gee RohHyun Jeong KimJin Tae KwakPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- contrast enhanced
- mr imaging
- ordinal regression
- magnetic resonance
- mr images
- contrast agent
- computed tomography
- mri data
- ischemic stroke
- intraoperative
- motion correction
- medical imaging
- contrast enhancement
- ct data
- deformation field
- nonrigid registration
- clinical applications
- medical images
- heart disease
- carotid artery
- image processing
- breast mri
- image registration
- gaussian processes
- high resolution
- boundary conditions
- image reconstruction
- ct images
- ct scans
- accurate registration
- magnetic resonance imaging
- magnetic resonance images
- brain tumors
- patient data
- model selection
- image data
- computer vision
- image analysis
- pairwise
- fully automatic