Contextual Two-Stage U-Nets for Robust Pulmonary Lobe Segmentation in CT Scans of COVID-19 and COPD Patients.
Weiyi XieColin JacobsJean-Paul CharbonnierBram van GinnekenPublished in: CoRR (2020)
Keyphrases
- ct scans
- chronic obstructive pulmonary disease
- ct images
- automated segmentation
- computer tomography
- medical images
- computed tomography
- x ray
- clinical studies
- medical imaging
- organ segmentation
- computer aided detection
- fracture detection
- lung nodules
- abdominal organs
- liver segmentation
- ct imaging
- rigid registration
- region of interest
- ct data
- computer aided diagnosis
- registration accuracy
- bone segmentation
- segmentation method
- treatment planning
- clinical data
- image segmentation
- image analysis
- level set
- segmentation algorithm
- magnetic resonance
- pulmonary nodules
- clinically relevant
- computer aided
- region growing
- shape prior
- anatomical structures
- pattern recognition
- computer vision