Support Vector Machines and Neural Networks for the Alzheimer's Disease Diagnosis Using PCA.
Míriam LópezJavier RamírezJuan Manuel GórrizIgnacio ÁlvarezDiego Salas-GonzalezFermín SegoviaManuel Gómez-RíoPublished in: IWINAC (2) (2009)
Keyphrases
- disease diagnosis
- neural network
- support vector
- learning machines
- large margin classifiers
- principal component analysis
- linear discriminant analysis
- early diagnosis
- svm classifier
- comparative analysis
- pattern recognition
- radial basis function
- support vector machine
- principal components
- dimensionality reduction
- feature extraction
- face recognition
- computer aided diagnosis
- kernel function
- classification accuracy
- artificial neural networks
- feature space
- multi class
- information systems
- feature selection
- image processing
- early stage
- loss function
- image analysis