Using probabilistic and decision–theoretic methods in treatment and prognosis modeling

Author:

Andreassen Steen,Riekehr Christian,Kristensen Brian,Schønheyder Henrik C.,Leibovici Leonard

Publisher

Elsevier BV

Subject

Artificial Intelligence,Medicine (miscellaneous)

Reference16 articles.

1. Andersen SK, Olesen KG, Jensen FV, Jensen F. HUGIN—a shell for building belief universes for expert systems. In: Shafer G, Pearl J, editors. Proceedings of the Eleventh International Joint Conference on Artificial Intelligence, 1989:1080–5. Reprinted in: Readings in uncertain reasoning, Morgan Kaufmann, San Mateo, CA, 1990.

2. Andreassen S, Leibovici L, Schønheyder HC, Olesen KG, Kristensen B. Decision support systems in bacteraemia: evaluation of a prototype for empirical treatment of Danish patients with urosepsis. Presented at the Bi-National Israel–Denmark Symposium on Optimal Antibiotic Treatment of Severe Bacterial Infections, Herzlia, Israel, 1996.

3. Andreassen S, Leibovici L, Schønheyder HC, Kristensen B, Riekehr C, Kjær AG, Olesen KG. A decision theoretic approach to empirical treatment of bacteraemia originating in the urinary tract. Submitted, 1998.

4. Improving empiric antibiotic selection using computer decision support;Evans;Arch Int Med,1994

5. Bayesian networks for data mining;Heckerman;Data Min Knowl Discov,1997

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