Deep Boosted Regression for MR to CT Synthesis.
Kerstin KläserPawel MarkiewiczMarta Bianca Maria RanziniWenqi LiMarc ModatBrian F. HuttonDavid AtkinsonKris ThielemansM. Jorge CardosoSébastien OurselinPublished in: SASHIMI@MICCAI (2018)
Keyphrases
- medical images
- ct and mr images
- magnetic resonance
- regression model
- mr images
- computed tomography
- contrast enhanced
- computer tomography
- clinical applications
- ct images
- x ray
- image volumes
- model selection
- medical imaging
- image registration
- respiratory motion
- regression algorithm
- ct data
- x ray images
- gaussian processes
- mri data
- brain images
- soft tissue
- three dimensional
- region of interest
- magnetic resonance images
- support vector regression
- image slices
- linear regression
- mr imaging
- regression analysis
- regression problems
- texture synthesis
- deformable registration
- mri images
- magnetic resonance imaging
- patient specific
- intraoperative
- partial volume
- regression function
- image processing
- target registration error
- ct scans