Atheromatic™: Symptomatic vs. asymptomatic classification of carotid ultrasound plaque using a combination of HOS, DWT & texture.
U. Rajendra AcharyaOliver FaustSubbhuraam Vinitha SreePeng Chuan Alvin AngGanapathy KrishnamurthiJosé C. R. SeabraJoão M. SanchesJasjit S. SuriPublished in: EMBC (2011)
Keyphrases
- carotid artery
- ultrasound images
- decision trees
- higher order statistics
- feature extraction
- multiresolution
- classification accuracy
- texture analysis
- machine learning
- feature set
- gray level
- discrete wavelet transform
- textural features
- support vector
- feature selection
- image registration
- support vector machine
- image classification
- high resolution
- region growing
- feature vectors
- texture classification
- risk factors