Alzheimer's Diagnosis Using Eigenbrains and Support Vector Machines.
Ignacio ÁlvarezJuan Manuel GórrizJavier RamírezDiego Salas-GonzalezMíriam LópezFermín SegoviaCarlos García PuntonetBeatriz PrietoPublished in: IWANN (1) (2009)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- fault diagnosis
- logistic regression
- medical diagnosis
- multi class
- classification accuracy
- kernel function
- loss function
- training examples
- automatic diagnosis
- early diagnosis
- model based reasoning
- computer aided diagnosis
- multi class classification
- maximum margin
- support vector machine
- diagnostic reasoning
- healthy subjects
- binary classification
- artificial intelligence
- support vector regression
- generalization ability
- clinically relevant
- hyperplane
- radial basis function
- attention deficit hyperactivity disorder