Clinical Entity Recognition Using Structural Support Vector Machines.
Buzhou TangYonghui WuMin JiangHua XuPublished in: AMIA (2012)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- classification accuracy
- kernel function
- entity identification
- logistic regression
- structural information
- kernel methods
- maximum margin
- loss function
- cross validation
- radial basis function
- support vectors
- binary classification
- feature selection
- svm classifier
- multi class
- clinical practice
- knowledge base
- medical diagnostic
- soft margin
- treatment planning
- structural analysis
- linear discriminant analysis
- support vector machine
- generalization ability
- multi class classification
- svm classification
- entity ranking
- health care
- medical data
- machine learning
- clinical setting
- named entities