Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation.
Rezkellah Noureddine KhiatiPierre-Yves BrilletAurélien JustetRadu IspaCatalin I. FetitaPublished in: CoRR (2024)
Keyphrases
- ct scans
- ct images
- liver segmentation
- automated segmentation
- ct data
- computed tomography
- semi supervised
- computer tomography
- x ray
- medical images
- abdominal organs
- computed tomography images
- organ segmentation
- medical imaging
- prostate segmentation
- registration process
- shape prior
- computer aided detection
- computer aided diagnosis
- statistical shape model
- pulmonary nodules
- image segmentation
- fracture detection
- segmentation method
- registration accuracy
- level set
- treatment planning
- rigid registration
- low dose
- region of interest
- segmentation algorithm
- lung nodules
- bone segmentation
- intraoperative
- patient specific
- volume rendering
- ct imaging
- deformable models
- shape model
- image reconstruction
- video sequences
- prior information
- image registration
- mr images
- medical image processing