Classification of Alzheimer's Disease from structural MRI using sparse logistic regression with optional spatial regularization.
Anil RaoYing LeeAchim GassAndreas U. MonschPublished in: EMBC (2011)
Keyphrases
- classification accuracy
- machine learning
- classification algorithm
- feature vectors
- disease diagnosis
- pattern recognition
- magnetic resonance imaging
- medical images
- image classification
- spatial information
- support vector
- spatio temporal
- support vector machine
- pattern classification
- classification method
- structural information
- ovarian cancer
- cross validation
- class labels
- model selection
- supervised learning
- feature extraction
- feature selection
- feature set
- semi supervised
- decision trees