Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression.
Hua WangFeiping NieHeng HuangShannon L. RisacherAndrew J. SaykinLi ShenPublished in: MICCAI (3) (2011)
Keyphrases
- ad patients
- support vector
- model selection
- classification accuracy
- pattern recognition
- regression problems
- pattern classification
- feature selection
- classification and regression problems
- support vector machine
- image analysis
- decision trees
- training set
- support vector machine svm
- classification method
- feature vectors
- information processing
- ovarian cancer
- cross validation
- cognitive science
- machine learning
- cognitive systems
- feature extraction
- linear regression
- feature space
- breast cancer
- classification algorithm
- regression model
- image classification
- supervised learning