Early Alzheimer's disease diagnosis using partial least squares and random forests.
Javier RamírezJuan Manuel GórrizFermín SegoviaRosa ChavesDiego Salas-GonzalezMíriam LópezIgnacio ÁlvarezPablo PadillaPublished in: ISBI (2010)
Keyphrases
- random forests
- partial least squares
- disease diagnosis
- random forest
- early diagnosis
- discriminant analysis
- decision trees
- logistic regression
- ensemble methods
- dimension reduction
- machine learning algorithms
- comparative analysis
- ls svm
- principal component analysis
- computer aided diagnosis
- factor analysis
- computer aided
- data sets
- medical images
- image processing
- linear discriminant analysis
- active learning
- data analysis
- feature extraction
- learning algorithm
- genetic algorithm
- neural network