Deep Boosted Regression for MR to CT Synthesis.
Kerstin KläserPawel MarkiewiczMarta Bianca Maria RanziniWenqi LiMarc ModatBrian F. HuttonDavid AtkinsonKris ThielemansM. Jorge CardosoSébastien OurselinPublished in: CoRR (2018)
Keyphrases
- medical images
- ct and mr images
- magnetic resonance
- computed tomography
- regression model
- clinical applications
- contrast enhanced
- ct images
- mr images
- computer tomography
- medical imaging
- image slices
- image registration
- image volumes
- model selection
- x ray
- texture synthesis
- anatomical structures
- random forests
- linear regression
- regression problems
- regression method
- gaussian processes
- magnetic resonance imaging
- mr imaging
- regression algorithm
- ct data
- brain images
- deformable registration
- soft tissue
- head images
- imaging modalities
- x ray images
- partial least squares
- medical image registration
- ct scans
- magnetic resonance images
- regression function
- patient specific
- decision trees
- region of interest
- image data