Name
Abstract | ||
|---|---|---|
We describe a prototype probabilistic expert system which has been developed for analysing an adverse drug reaction problem, specifically, drug-induced pseudomembranous colitis. The system incorporates two simple Bayesian networks to model the main influences suspected to play a leading role in the adverse drug reaction. It uses the Lauritzen-Spiegelhalter algorithm for manipulating probability distributions in Bayesian networks. |
Year | DOI | Venue |
|---|---|---|
1991 | 10.1016/0933-3657(91)90031-6 | Artificial Intelligence In Medicine |
Keywords | Field | DocType |
simple bayesian network,bayesian networks,bayesian network,probabilistic expert system,lauritzen-spiegelhalter algorithm,prototype probabilistic expert system,adverse drug reaction,leading role,bayesian expert system,drug-induced pseudomembranous colitis,probability distribution,main influence,adverse drug reaction problem,expert system | Data mining,Adverse drug reaction,Computer science,Expert system,Probability distribution,Bayesian network,Artificial intelligence,Probabilistic logic,Machine learning,Bayesian probability | Journal |
Volume | Issue | ISSN |
3 | 5 | Artificial Intelligence In Medicine |
Citations | PageRank | References |
1 | 0.37 | 3 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| R. G. Cowell | 1 | 25 | 10.25 |
| A. P. Dawid | 2 | 35 | 10.95 |
| T. Hutchinson | 3 | 1 | 0.37 |
| David J. Spiegelhalter | 4 | 340 | 206.59 |