A Biomedical System Based on Artificial Neural Network and Principal Component Analysis for Diagnosis of the Heart Valve Diseases.
Harun UguzPublished in: J. Medical Syst. (2012)
Keyphrases
- cardiovascular disease
- artificial neural networks
- principal component analysis
- clinically relevant
- medical diagnosis
- heart disease
- clinical diagnosis
- disease diagnosis
- risk factors
- principal components
- diagnostic process
- early diagnosis
- back propagation
- neural classifier
- neural network
- independent component analysis
- dimension reduction
- linear discriminant analysis
- covariance matrix
- dimensionality reduction
- discriminant analysis
- low dimensional
- information extraction
- model based diagnosis
- neurodegenerative diseases
- coronary artery
- biomedical data
- feature extraction
- face recognition
- text mining
- feature space
- retinal vessel
- traditional chinese medicine
- left ventricle
- recurrent neural networks
- genetic algorithm ga
- biomedical images
- medical practice
- high pressure
- considerable increase
- face images
- image processing