Therapeutic Drug Monitoring of Kidney Transplant Recipients Using Profiled Support Vector Machines.
Gustavo Camps-VallsEmilio Soria-OlivasJuan José Pérez-RuixoFernando Pérez-CruzAntonio Artés-RodríguezN. Víctor JiménezPublished in: IEEE Trans. Syst. Man Cybern. Part C (2007)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- intensive care unit
- clinical trials
- real time
- monitoring system
- patient monitoring
- support vector machine
- binary classification
- kernel function
- loss function
- intensive care
- cross validation
- data sets
- support vector regression
- feature selection
- decision trees
- logistic regression
- training examples
- training data
- svm classifier
- early warning
- multi class classification
- pharmaceutical industry
- neural network
- decision function
- multi class
- decision support
- support vectors
- generalization ability
- hyperplane
- radial basis function
- linear discriminant analysis