Faithful Synthesis of Low-dose Contrast-enhanced Brain MRI Scans using Noise-preserving Conditional GANs.
Thomas PinetzErich KoblerRobert HaaseKaterina Deike-HofmannAlexander RadbruchAlexander EfflandPublished in: CoRR (2023)
Keyphrases
- mri scans
- contrast enhanced
- mri data
- computed tomography
- medical imaging
- mr images
- magnetic resonance images
- magnetic resonance imaging
- fully automatic
- medical images
- intensity distribution
- ct images
- brain tumors
- ct scans
- ct data
- brain imaging
- synthetic data
- accurate segmentation
- x ray
- white matter
- imaging modalities
- magnetic resonance
- anatomical structures
- model based segmentation
- image segmentation
- deformable registration
- computer tomography
- image analysis
- image processing
- deformation field
- medical image analysis
- remote sensing
- image guided
- image registration
- computer vision
- surface registration
- image data