Leveraging CycleGAN in Lung CT Sinogram-free Kernel Conversion.
Michela GravinaStefano MarroneLudovico DocimoMario SantiniAlfonso FiorelliDomenico ParmeggianiCarlo SansonePublished in: ICIAP (1) (2022)
Keyphrases
- ct images
- computed tomography
- ct scans
- ct data
- medical images
- lung parenchyma
- computer tomography
- image reconstruction
- pulmonary nodules
- medical imaging
- pulmonary embolism
- x ray
- target registration error
- patient specific
- reconstructed image
- kernel methods
- automatic segmentation
- three dimensional
- intraoperative
- ground glass opacity
- kernel function
- limited angle
- low dose
- lung nodules
- computed tomography images
- lung disease
- kernel machines
- thoracic ct images
- registration accuracy
- statistical shape model
- treatment planning
- region of interest
- multislice
- computer aided diagnosis
- image slices
- lung cancer
- lymph nodes
- deformable registration
- feature selection
- kernel matrix
- magnetic resonance images
- computer aided
- support vector
- image segmentation