CT texture features are associated with overall survival in pancreatic ductal adenocarcinoma - a quantitative analysis.
Armin EilaghiSameer BaigYucheng ZhangJunjie ZhangPaul KaranicolasSteven GallingerFarzad KhalvatiMasoom A. HaiderPublished in: BMC Medical Imaging (2017)
Keyphrases
- quantitative analysis
- texture features
- qualitative analysis
- medical images
- texture classification
- texture analysis
- image features
- ct images
- local binary pattern
- feature vectors
- gabor filters
- x ray
- texture images
- gabor wavelets
- shape features
- texture feature extraction
- color features
- gray level
- distance measure
- feature set
- qualitative and quantitative analysis
- texture information
- rotation invariant
- feature extraction
- medical imaging
- qualitative evaluation
- textured images
- lung nodules
- texture descriptors
- bank of gabor filters
- object recognition
- texture features are extracted
- data sets
- texture patterns
- gabor filtering
- mixture of gaussian distributions
- textural features
- texture segmentation
- matching algorithm
- spatial information
- multiresolution
- image analysis
- image segmentation
- computer vision