Medical diagnosis of atherosclerosis from Carotid Artery Doppler Signals using principal component analysis (PCA), k-NN based weighting pre-processing and Artificial Immune Recognition System (AIRS).
Fatma LatifogluKemal PolatSadik KaraSalih GünesPublished in: J. Biomed. Informatics (2008)
Keyphrases
- artificial immune
- carotid artery
- medical diagnosis
- principal component analysis
- knn
- feature extraction
- independent component analysis
- k nearest neighbor
- medical images
- ultrasound images
- deformable models
- artificial immune system
- intrusion detection
- nearest neighbor
- principal components
- magnetic resonance imaging
- manual segmentation
- network intrusion detection
- dimensionality reduction
- fully automated
- region growing
- feature selection
- k nearest neighbour
- anatomical structures
- clonal selection algorithm
- text categorization
- active shape model
- face images
- face recognition
- feature space
- text classification
- expert systems
- neural network
- pattern recognition
- automatic segmentation
- mr images
- image processing
- feature vectors
- similarity measure
- genetic algorithm
- image segmentation
- particle swarm optimization
- feature set
- support vector machine
- speckle noise