Adverse drug events with hyperkalaemia during inpatient stays: evaluation of an automated method for retrospective detection in hospital databases.
Grégoire FicheurEmmanuel ChazardJean-Baptiste BeuscartBéatrice MerlinMichel LuyckxRégis BeuscartPublished in: BMC Medical Informatics Decis. Mak. (2014)
Keyphrases
- detection method
- databases
- evaluation method
- high precision
- gold standard
- fully automatic
- computational cost
- detection algorithm
- preprocessing
- cost function
- experimental evaluation
- significant improvement
- high accuracy
- similarity measure
- information systems
- support vector machine
- support vector machine svm
- event detection
- neural network
- database