Unsupervised Segmentation of Micro-CT Images of Lung Cancer Specimen Using Deep Generative Models.
Takayasu MoriyaHirohisa OdaMidori MitaraiShota NakamuraHolger R. RothMasahiro OdaKensaku MoriPublished in: MICCAI (6) (2019)
Keyphrases
- unsupervised segmentation
- generative model
- lung cancer
- ct images
- pet ct
- pulmonary nodules
- image segmentation
- computed tomography
- segmentation algorithm
- lymph nodes
- medical imaging
- ground glass opacity
- probabilistic model
- medical images
- ct scans
- em algorithm
- expectation maximization
- prior knowledge
- conditional random fields
- semi supervised
- treatment planning
- region of interest
- image analysis
- magnetic resonance images
- probability density function
- automatic segmentation
- machine learning
- ct data
- x ray
- multiscale
- image processing