Non-redundant association rules between diseases and medications: an automated method for knowledge base construction.
François SéveracErik-André SauleauNicolas MeyerHassina LefèvreGabriel NisandNicolas JayPublished in: BMC Medical Informatics Decis. Mak. (2015)
Keyphrases
- knowledge base
- high precision
- detection method
- cost function
- experimental evaluation
- fully automatic
- synthetic data
- computational cost
- dynamic programming
- mutual information
- preprocessing
- neural network
- prior knowledge
- classification accuracy
- support vector machine
- high accuracy
- markov random field
- knowledge based systems
- computationally efficient
- theoretical analysis
- clustering method
- training set
- expert systems
- classification method