Assessing the prognostic impact of 3D CT image tumour rind texture features on lung cancer survival modelling.
Alanna VialDavid StirlingMatthew FieldMontserrat RosChristian H. RitzMartin CarolanLois HollowayAlexis A. MillerPublished in: GlobalSIP (2017)
Keyphrases
- texture features
- lung cancer
- image features
- cancer diagnosis
- color features
- gabor filtering
- texture analysis
- texture feature extraction
- survival prediction
- input image
- texture patterns
- textural features
- image data
- feature vectors
- multiscale
- texture classification
- textured images
- gabor filters
- lung nodules
- image analysis
- gray level
- local binary pattern
- texture images
- texture features are extracted
- mixture of gaussian distributions
- high resolution
- image retrieval
- gray level co occurrence matrix
- ct images
- medical imaging
- segmentation algorithm
- medical images
- color images
- training data
- bank of gabor filters
- feature extraction
- image segmentation
- data sets