An expert system approach based on principal component analysis and adaptive neuro-fuzzy inference system to diagnosis of diabetes disease.
Kemal PolatSalih GünesPublished in: Digit. Signal Process. (2007)
Keyphrases
- cardiovascular disease
- principal component analysis
- early diagnosis
- medical diagnosis
- expert systems
- disease diagnosis
- diagnostic process
- diabetic patients
- risk factors
- principal components
- clinically relevant
- medical doctors
- diagnostic tool
- computer aided
- coronary artery
- independent component analysis
- low dimensional
- dimensionality reduction
- covariance matrix
- medical practitioners
- linear discriminant analysis
- chronic disease
- discriminant analysis
- dimension reduction
- feature extraction
- fault diagnosis
- face images
- knowledge base
- feature space
- computer aided diagnosis
- inference engine
- medical knowledge
- artificial intelligence
- knowledge representation
- blackboard architecture
- singular value decomposition
- model based diagnosis
- fuzzy inference system
- early detection
- neuro fuzzy
- heart disease
- diabetes mellitus
- medical experts
- primary care
- face recognition