Bayesian Networks Aplied to Therapy Monitoring
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.
Cite
Text
Berzuini et al. "Bayesian Networks Aplied to Therapy Monitoring." Conference on Uncertainty in Artificial Intelligence, 1991.Markdown
[Berzuini et al. "Bayesian Networks Aplied to Therapy Monitoring." Conference on Uncertainty in Artificial Intelligence, 1991.](https://mlanthology.org/uai/1991/berzuini1991uai-bayesian/)BibTeX
@inproceedings{berzuini1991uai-bayesian,
title = {{Bayesian Networks Aplied to Therapy Monitoring}},
author = {Berzuini, Carlo and Spiegelhalter, David J. and Bellazzi, Riccardo},
booktitle = {Conference on Uncertainty in Artificial Intelligence},
year = {1991},
url = {https://mlanthology.org/uai/1991/berzuini1991uai-bayesian/}
}