Early diagnosis of Alzheimer's disease based on Partial Least Squares and Support Vector Machine.
Fermín SegoviaJ. M. GórrizJavier RamírezDiego Salas-GonzalezIgnacio ÁlvarezPublished in: Expert Syst. Appl. (2013)
Keyphrases
- early diagnosis
- partial least squares
- support vector machine
- computer aided diagnosis
- ls svm
- computer aided
- early stage
- disease diagnosis
- early detection
- dimension reduction
- discriminant analysis
- support vector machine svm
- medical treatment
- svm classifier
- multi class
- feature selection
- training data
- cardiovascular disease
- factor analysis
- svm classification
- k nearest neighbor
- machine learning
- skin lesion
- support vector
- feature vectors
- image analysis
- generalization ability
- medical images
- feature space
- breast cancer
- hyperplane
- knn
- principal component analysis
- kernel function
- radial basis function
- feature extraction
- semi supervised
- prostate cancer
- infectious disease
- medical imaging
- liver disease