PAMBAYESIAN Project Proposal

PDF    EPSRC Details of Pambayesian Grant

 

Relevant research papers on Bayesian networks for medical decision support

  1. Constantinou, A. C., Fenton, N., Marsh, W., & Radlinski, L. (2016). “From complex questionnaire and interviewing data to intelligent Bayesian Network models for medical decision support”, Artificial Intelligence in Medicine, 2016. Vol 67 pages 75-93.  http://dx.doi.org/10.1016/j.artmed.2016.01.002,  Pre-publication version here.
  2. Fenton, N. E.(2014)  “A Bayesian Network for a simple example of Drug Economics Decision Making”, working paper DOI: http://10.13140/RG.2.1.1130.1281
  3. Yet, B., Perkins Z., Fenton, N.E., Tai, N., Marsh, W., (2014)  “Not Just Data: A Method for Improving Prediction with Knowledge”, Journal of Biomedical Informatics, Vol 48, 28-37  http://dx.doi.org/10.1016/j.jbi.2013.10.012 (see here for details of model)
  4. Yet, B., Perkins Z.,Marsh, W., Fenton, N.E., “Towards a Method of Building Causal Bayesian Networks for Prognostic Decision Support”,  ProBioMed 11, Bled, Slovenia, July 2011
  5. Fenton, N. and Neil, M. (2010). “Comparing risks of alternative medical diagnosis using Bayesian arguments.” Journal of Biomedical Informatics, 43: 485-495,  http://dx.doi.org/10.1016/j.jbi.2010.02.004