A secure distributed logistic regression protocol for the detection of rare adverse drug events.
Khaled El EmamSaeed SametLuk ArbuckleRobyn TamblynCraig EarleMurat KantarciogluPublished in: J. Am. Medical Informatics Assoc. (2013)
Keyphrases
- support vector machine svm
- logistic regression
- credit scoring
- lightweight
- chi square test
- group communication
- adverse drug reactions
- multi party
- decision trees
- cryptographic protocols
- feature extraction
- predictive power
- support vector
- signal detection
- loss function
- chi square
- knn
- logistic regression models
- odds ratio
- covert channel
- rare events
- authentication protocol
- key distribution
- security protocols
- linear support vector machines
- fold cross validation
- naive bayes
- generalized linear models
- breast cancer
- classification and regression trees
- linear svm
- class membership probabilities
- information retrieval