Classification of Hepatic Tissues from CT Images Based on Texture Features and Multiclass Support Vector Machines.
Luyao WangZhi ZhangJingjing LiuBo JiangXiyao DuanQingguo XieDaoyu HuZhen LiPublished in: ISNN (2) (2009)
Keyphrases
- ct images
- lung nodules
- texture features
- medical images
- multiclass support vector machines
- medical imaging
- computed tomography
- feature vectors
- ct scans
- texture feature extraction
- gabor filters
- feature extraction
- gabor filtering
- multi class
- treatment planning
- feature set
- machine learning
- computer aided diagnosis
- texture analysis
- texture classification
- image analysis
- x ray
- mr images
- support vector machine
- classification accuracy
- texture images
- pattern recognition
- image processing
- feature selection
- x ray images
- region of interest
- decision trees
- textural features
- image reconstruction
- gray level
- pulmonary nodules
- radiation therapy
- distance measure
- training data
- inter patient
- support vector