Adaptive Solitary Pulmonary Nodule Segmentation for Digital Radiography Images Based on Random Walks and Sequential Filter.
Dan WangJunfeng WangYihua DuPeng TangPublished in: IEEE Access (2017)
Keyphrases
- random walk
- segmentation algorithm
- segmentation method
- lung parenchyma
- image analysis
- pulmonary nodules
- accurate segmentation
- input image
- edge detection
- image data
- fully automatic
- random walker
- ct images
- three dimensional
- segmentation accuracy
- automatic segmentation
- thoracic ct images
- image segmentation
- automated segmentation
- graph cuts
- image registration
- region growing
- medical imaging
- markov chain
- level set
- watershed transform
- computer aided
- active shape model
- ct scans
- shape prior
- x ray
- microscopy images
- medical images
- cell nuclei
- positron emission tomography
- computer tomography
- reinforcement learning
- shape model