Publications

Publications, Bayesian, Probabilistic, Networks Bayesian, Medical, Diagnosis, Healthcare,

M. Athanasiou and J. Y. Clark. A Bayesian Network model for the diagnosis of the caring procedure for wheelchair users with Spinal Injury. Computer Methods and Programs in Biomedicine, 95(2) Supplement 1:S44-S54, August 2009. [pdf] [doi:10.1016/j.cmpb.2009.02.018]

  • Ramirez, Julio C., Guillermina Muñoz, and Ludivina Gutierrez. "Fault diagnosis in an industrial process using Bayesian networks: Application of the junction tree algorithm." Electronics, Robotics and Automotive Mechanics Conference, 2009. CERMA'09. IEEE, 2009.
  • Ghafari, Somayeh, and Farahnaz Mohammadi. "Concept analysis of nursing care: a hybrid model." Journal of Mazandaran University of Medical Sciences 21.1 (2012): 153-164.
  • Flores, Cecilia Dias, et al. "Training Clinical Decision-Making through Simulation." Euro Working Group Workshop on Decision Support Systems. Springer Berlin Heidelberg, 2011.
  • Chin-Chih Ou and Tien-Chi Chen. "POWER-ASSISTED WHEELCHAIR DESIGN BASED ON A LYAPUNOV TORQUE OBSERVER." International Journal of Innovative Computing, Information and Control, Vol8(12), December, (2012).
  • Dünder, Emre, Mehmet Ali Cengiz, and Haydar K. "INVESTIGATION OF THE IMPACTS OF CONSTRAINT-BASED ALGORITHMS TO THE QUALITY OF BAYESIAN NETWORK STRUCTURE IN HYBRID ALGORITHMS FOR MEDICAL STUDIES." Journal of Advanced Scientific Research 5.1 (2014).
  • Fellaji, Soumaya, Abdellah Azmani, and Abdelhadi Akharif. "Bayesian approach for minimizing nephropathy risk for patients with type 2 diabetes." Intelligent Systems: Theories and Applications (SITA-14), 2014 9th International Conference on. IEEE, 2014.
  • Soumaya Fellaji, Abdellah Azmani and Abdelhadi Akharif. Article: Decision Support System for the Assessment of Risk Factors for Type 2 Diabetes and Minimizing the Risk for Complications. International Journal of Computer Applications 122(1):1-5, July 2015.
  • Wee, Yit Yin, et al. "A method for root cause analysis with a Bayesian belief network and fuzzy cognitive map." Expert Systems with Applications 42.1 (2015): 468-487.
  • Maslennikov, Evgeny D., et al. "An intuitive risk factors search algorithm: usage of the Bayesian network technique in personalized medicine." Journal of Applied Statistics 42.1 (2015): 71-87.
  • Pauran, Nargis. Bayesian Networks for Health Care Support. 2016. PhD Thesis. Queen Mary University of London.


M. Athanasiou and J. Y. Clark. A Bayesian Network model for the diagnosis of the caring procedure for wheelchair users with Spinal Injury. In Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), pages 433-238. IEEE Computer Society, June 2007. [pdf] [doi:10.1109/CBMS.2007.2]

  • Fenton, Norman, and Martin Neil. "Comparing risks of alternative medical diagnosis using Bayesian arguments." Journal of Biomedical Informatics 43.4 (2010): 485-495.
  • Nergui, Myagmarbayar, et al. "Probabilistic information structure of human walking." Journal of medical systems 35.5 (2011): 835-844.
  • Ogunsanya, Oluwole Victor. Decision Support using Bayesian Networks for Clinical Decision Making. Diss. Queen Mary University of London, 2012.
  • Nergui, Myagmarbayar, et al. "Understanding Foot Function During Stance Phase by Bayesian Network Based Causal Inference." Machine Learning in Healthcare Informatics. Springer Berlin Heidelberg, 2014. 113-129.


M. Athanasiou and J. Y. Clark. Dimitra: An Online Expert System for Carers of Paraplegics and Quadriplegics. International Journal of Healthcare Technology and Management, 7(5):440-451, 2006. [pdf] [doi:10.1504/IJHTM.2006.008431]

  • Lorence, Daniel, and Karl Yaeger. "A study of e-discussion within a domain of uncertainty: the case of Tourette's Syndrome." International Journal of Healthcare Technology and Management 9.1 (2008): 1-18.
  • Devamalar, PM Beulah, V. Thulasi Bai, and S. K. Srivatsa. "The new telemedicine paradigm: fully automated real time web-centric expert system to support diabetes diagnosis." International Journal of Healthcare Technology and Management 9.5-6 (2008): 526-539.
  • Beula Devamalar, P. M., V. Thulasi Bai, and S. K. Srivatsa. "Design and architecture of real time web-centric tele health diabetes diagnosis expert system." International Journal of Medical Engineering and Informatics 1.3 (2009): 307-317.
  • Iantovics, Barna. "Intelligent Agent-based Medical Systems." Scientific Studies and Research 19.2 (2009).
  • Iantovics, Barna. "Cognitive medical multiagent systems." BRAIN. Broad Research in Artificial Intelligence and Neuroscience 1.1 (2010): 12-21.
  • Iantovics, Barna. "An Agent-Based Hybrid Medical Complex System." International Information Institute (Tokyo). Information 16.6 (2013): 3709.


For updates visit Google Scholar Profile , Scopus Profile and orcid.org Profile.