Faithful Synthesis of Low-Dose Contrast-Enhanced Brain MRI Scans Using Noise-Preserving Conditional GANs.
Thomas PinetzErich KoblerRobert HaaseKaterina Deike-HofmannAlexander RadbruchAlexander EfflandPublished in: MICCAI (2) (2023)
Keyphrases
- mri scans
- contrast enhanced
- mri data
- computed tomography
- medical imaging
- mr images
- medical images
- intensity distribution
- magnetic resonance images
- magnetic resonance imaging
- fully automatic
- ct scans
- brain tumors
- ct images
- synthetic data
- x ray
- ct data
- imaging modalities
- magnetic resonance
- white matter
- computer tomography
- medical image analysis
- anatomical structures
- image segmentation
- image analysis
- model based segmentation
- brain imaging
- computer aided diagnosis
- image guided
- computer assisted
- remote sensing
- image registration
- multiscale
- deformable registration
- image processing
- computer vision
- graph cuts