Fully Automated Lung Lobe Segmentation in Volumetric Chest CT with 3D U-Net: Validation with Intra- and Extra-Datasets.
Jongha ParkJihye YunNamkug KimBeomHee ParkYongwon ChoHee Jun ParkMijeong SongMinho LeeJoon Beom SeoPublished in: J. Digit. Imaging (2020)
Keyphrases
- fully automated
- chest ct
- fully automatic
- nodule detection
- ground glass opacity
- lung nodules
- automatic detection
- vessel enhancement
- ct images
- lung disease
- volumetric data
- low dose
- segmentation algorithm
- image segmentation
- manual segmentation
- accurate segmentation
- semi automatic
- image analysis
- multiscale
- automated segmentation
- pulmonary nodules
- segmentation method
- low contrast
- vessel segmentation
- airway tree
- cad systems
- computer aided diagnosis
- level set
- three dimensional
- automatic segmentation
- shape prior
- region growing
- mr images