Multidimensional Texture Analysis for Improved Prediction of Ultrasound Liver Tumor Response to Chemotherapy Treatment.
Omar Sultan Al-KadiDimitri Van De VilleAdrien DepeursingePublished in: MICCAI (1) (2016)
Keyphrases
- texture analysis
- clinical studies
- breast cancer
- texture classification
- multiresolution
- texture discrimination
- texture images
- texture segmentation
- image analysis
- texture features
- rotation invariant
- co occurrence
- local binary pattern
- fractal dimension
- texture characterization
- gray level
- texture description
- feature extraction
- gabor filters
- tissue characterization
- image analysis and computer vision
- liver disease
- ultrasound images
- fractal analysis
- cancer patients
- texture descriptors
- gabor filtering
- ultrasound probe
- medical images
- object recognition
- dce mri
- image texture
- radiation therapy
- treatment planning
- ct scans
- ct images
- logistic regression
- brodatz textures
- support vector