Texture analysis for survival prediction of pancreatic ductal adenocarcinoma patients with neoadjuvant chemotherapy.
Jayasree ChakrabortyLiana Langdon-EmbryJoanna G. EscalonPeter J. AllenMaeve A. LoweryEileen M. O'ReillyRichard K. G. DoAmber L. SimpsonPublished in: Medical Imaging: Image Processing (2016)
Keyphrases
- texture analysis
- survival prediction
- lung cancer
- dce mri
- gene expression
- texture classification
- multiresolution
- fractal dimension
- gene selection
- texture segmentation
- texture images
- rotation invariant
- texture discrimination
- gray level
- local binary pattern
- image analysis
- diabetes mellitus
- proportional hazards model
- texture features
- co occurrence
- gabor filters
- texture characterization
- fractal analysis
- breast cancer
- feature extraction
- texture description
- mri data
- texture descriptors
- data sets
- gabor filtering
- distance measure
- microarray
- anatomical structures
- feature space
- training set
- image texture
- support vector