The utility of texture analysis based on quantitative synthetic magnetic resonance imaging in nasopharyngeal carcinoma: a preliminary study.
Fan YangYujie LiXiaolu LiXiaoduo YuYanfeng ZhaoLin LiLizhi XieMeng LinPublished in: BMC Medical Imaging (2023)
Keyphrases
- texture analysis
- magnetic resonance imaging
- risk factors
- mri data
- medical images
- magnetic resonance images
- texture classification
- multiresolution
- image analysis
- medical imaging
- texture segmentation
- gray level
- texture images
- texture features
- texture discrimination
- mri images
- texture characterization
- co occurrence
- gabor filters
- feature extraction
- local binary pattern
- rotation invariant
- gabor filtering
- machine learning
- x ray
- brodatz textures
- image data
- textural features
- positron emission tomography
- high temporal resolution
- data sets
- real scenes
- image features
- neural network