Uncertainty in Artificial Intelligence
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Bayesian Networks Aplied to Therapy Monitoring
Carlo Berzuini, David Spiegelhalter, Riccardo Bellazzi
Abstract:
We propose a general Bayesian network model for application in a wide class of problems of therapy monitoring. We discuss the use of stochastic simulation as a computational approach to inference on the proposed class of models. As an illustration we present an application to the monitoring of cytotoxic chemotherapy in breast cancer.
Keywords:
Pages: 35-43
PS Link:
PDF Link: /papers/91/p35-berzuini.pdf
BibTex:
@INPROCEEDINGS{Berzuini91,
AUTHOR = "Carlo Berzuini and David Spiegelhalter and Riccardo Bellazzi",
TITLE = "Bayesian Networks Aplied to Therapy Monitoring",
BOOKTITLE = "Proceedings of the Seventh Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-91)",
PUBLISHER = "Morgan Kaufmann",
ADDRESS = "San Mateo, CA",
YEAR = "1991",
PAGES = "35--43"
}


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