Extracting Lungs from CT Images via Deep Convolutional Neural Network Based Segmentation and Two-Pass Contour Refinement.
Caixia LiuMingyong PangPublished in: J. Digit. Imaging (2020)
Keyphrases
- ct images
- ct scans
- medical images
- medical imaging
- automated segmentation
- pet ct
- liver segmentation
- computed tomography
- lung nodules
- computer tomography
- fracture detection
- chronic obstructive pulmonary disease
- anatomical knowledge
- image segmentation
- pet images
- radiation therapy
- bone segmentation
- ground glass opacity
- lung parenchyma
- image analysis
- level set
- ct data
- region of interest
- anatomical structures
- fully automatic
- treatment planning
- pulmonary nodules
- mr images
- deformable models
- region growing
- lymph nodes
- medical image segmentation
- active contours
- magnetic resonance
- x ray
- imaging modalities
- shape prior
- energy function
- segmentation algorithm
- ct imaging
- computer aided diagnosis
- image registration
- patient specific
- image processing