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.
@article{arxiv.1303.5707,
title = {Bayesian Networks Aplied to Therapy Monitoring},
author = {Carlo Berzuini and David J. Spiegelhalter and Riccardo Bellazzi},
journal= {arXiv preprint arXiv:1303.5707},
year = {2013}
}
Comments
Appears in Proceedings of the Seventh Conference on Uncertainty in Artificial Intelligence (UAI1991)