A dynamic Bayesian network for diagnosing ventilator-associated pneumonia in ICU patients

Author:

Charitos Theodore,van der Gaag Linda C.,Visscher Stefan,Schurink Karin A.M.,Lucas Peter J.F.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference16 articles.

1. Andreassen, S., Hovorka, R., Benn, J., Olesen, K. G., & Carson, E. R. (1991). A model-based approach to insulin adjustment. In Proceedings of the 3rd conference on artificial intelligence in medicine (pp. 239–248).

2. Prevention of infection in the intensive care unit;Bonten;Current Opinion in Critical Care,2004

3. Charitos, T., & van der Gaag, L. C. (2006). Sensitivity analysis of Markovian models. In Proceedings of the 19th international Florida artificial intelligence research society conference (pp. 806–811).

4. Convergence in Markovian models with implications for efficiency of inference;Charitos;International Journal of Approximate Reasoning,2007

5. Probabilistic networks and expert systems;Cowell,1999

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