Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM Aggregations.
Ignacio ÁlvarezMíriam LópezJuan Manuel GórrizJavier RamírezDiego Salas-GonzalezCarlos García PuntonetFermín SegoviaPublished in: ICONIP (2) (2008)
Keyphrases
- automatic classification
- early diagnosis
- disease diagnosis
- support vector machine svm
- support vector
- diagnostic process
- computer aided diagnosis
- diagnostic tool
- medical doctors
- clinically relevant
- cardiovascular disease
- computer aided
- svm classification
- svm classifier
- support vector machine
- feature selection
- knn
- early detection
- multi class
- medical diagnosis
- features extraction
- automatically classify
- kernel function
- web page classification
- training set
- optic nerve
- automatic detection
- support vectors
- feature vectors
- image dataset
- training data
- model based diagnosis
- classification algorithm
- medical images
- data warehouse
- medical experts
- hyperplane
- fault diagnosis
- classify documents
- liver disease
- low grade