Mortality prediction of ICU patients using lab test data by feature vector compaction & classification.
Mohammad Mehedy MasudAbdel Rahman Al HarahshehPublished in: IEEE BigData (2016)
Keyphrases
- test data
- feature vectors
- intensive care unit
- training data
- intensive care
- training set
- septic shock
- feature space
- feature extraction
- training samples
- support vector machine
- intensive care units
- test cases
- prognostic models
- unseen data
- svm classifier
- clinical data
- test set
- feature set
- data sets
- classification accuracy
- patient data
- supervised learning
- training and test data
- machine learning
- health care
- cross validation
- text classification
- face images
- semi supervised
- support vector
- medical data
- class distribution
- euclidean distance
- support vector machine svm
- train a support vector machine
- search based testing