Automated 3-D Segmentation of Lungs With Lung Cancer in CT Data Using a Novel Robust Active Shape Model Approach.
Shanhui SunChristian BauerReinhard BeichelPublished in: IEEE Trans. Medical Imaging (2012)
Keyphrases
- markov random field
- lymph nodes
- ct data
- active shape model
- statistical shape model
- lung cancer
- segmentation algorithm
- automatic segmentation
- image segmentation
- ct scans
- automated segmentation
- energy function
- shape model
- accurate segmentation
- shape prior
- patient specific
- medical images
- computed tomography
- automatic detection
- segmentation method
- object boundaries
- ct images
- coarse to fine
- x ray
- facial features
- intraoperative
- appearance model
- pulmonary nodules
- medical imaging
- active contours
- lung nodules
- ground glass opacity
- computer aided diagnosis
- active appearance models
- multiscale
- computer vision
- ground truth data
- random forest
- prior information
- level set
- machine learning