Does Non-COVID19 Lung Lesion Help? Investigating Transferability in COVID-19 CT Image Segmentation.
Yixin WangYao ZhangYang LiuJiang TianCheng ZhongZhongchao ShiYang ZhangZhiqiang HePublished in: CoRR (2020)
Keyphrases
- image segmentation
- ct images
- computed tomography
- medical imaging
- ct scans
- ct data
- pet images
- region of interest
- medical images
- lung parenchyma
- computer tomography
- active contours
- automatic segmentation
- x ray
- pulmonary embolism
- segmentation algorithm
- deformable models
- image analysis
- target registration error
- ground glass opacity
- low dose
- patient specific
- pulmonary nodules
- multislice
- gray level
- markov random field
- dual energy
- image processing
- computer vision
- graph cuts
- image reconstruction
- lung disease
- mr images
- intraoperative
- multiscale
- lung cancer
- magnetic resonance imaging
- image registration
- level set method
- energy function
- x ray images
- level set
- ground truth
- contrast enhanced
- thoracic ct images
- lung nodules
- automated segmentation
- image guided
- statistical shape model
- imaging modalities
- computer aided diagnosis