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A Logic Simplification Based on Expert System Application for TBC Diagnosis

  • Conference paper
Wireless Mobile Communication and Healthcare (MobiHealth 2010)

Abstract

Tuberculosis (TBC), caused by the bacterium My tuberculosis (Mtb), is a growing international health crisis [1]. TBC is one of the main causes of death produced by infectious illness and is responsible for almost 3 millions deaths every year [2]. In this study, a controlled Expert System (ES) have designed to diagnosis of TBC and truth table have created by considering the probabilities of TBC (12 symptom, 212=4096 different cases). According to the probabilities of TBC, 6 different cases have accepted as output values and reduced rule bases have obtained. These output values have been processed by an ES and have tried to diagnosis of TBC with help to ES. We obtained very good results and the results of analyses carried out indicated that controls performed with ES provide less time, less probability, reliable and consistent diagnosis and that are feasible in real life.

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References

  1. May, E., Leitao, A., Faulon, J.L., Joo, J., Misra, M., Oprea, T.: Understanding Virulence Mechanisms in TBC İnfection Via a Circuit-Based Simulation Framework. In: 30th Annual International Conference of IEEE, pp. 4953–4955 (2008)

    Google Scholar 

  2. Lenseigne, B., Brodin, P., Hee Kyoung, J., Christophe, T., Genovesio, A.: Support Vector Machines For Automatic Detection Of Tuberculosis Bacteria In Confocal Microscopy Images. In: 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2007, pp. 85–88 (2007)

    Google Scholar 

  3. World Health Organization, Global Health Atlas, http://www.who.int/globalatlas/

  4. Global tuberculosis control: a short update to the 2009 report, Geneva: World Health Organization (2009), http://www.who.int/tb/publications/global_report/2009/update/tbu_9.pdf

  5. Ferebee, S.: Controlled chemoprophylaxis trials in TBC. A General Review 26, 28–106 (1970)

    Google Scholar 

  6. Tuberculosis elimination revisited: obstacles, opportunities, and a renewed commitment. Advisory Council for the Elimination of Tuberculosis (ACET). MMWR Morb. Mortal Wkly Rep. 48(RR-9), 1–13 (1999)

    Google Scholar 

  7. Manissero, D., Hollo, V., Huitric, E., Ködmön, C., Amato-Gauci, A.: Analysis of tuberculosis treatment outcomes in the European Union and European Economic Area Report (2010)

    Google Scholar 

  8. Chakrabarti, P.: Early, Easy, Inexpensive Diagnosis An Urgent Need for Global TBC Control. In: Frontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007, pp. 241–244 (2007)

    Google Scholar 

  9. Mehta, S., Gilada, I.S.: Global Tuberculosis Control Surveillance, planning, financing. WHO Report 13, 87–89 (2005)

    Google Scholar 

  10. Fernandez de la Hoz, K., Manissero, D.: On behalf of the Tuberculosis Disease Programme. A Framework Action Plan to Fight Tuberculosis in the European Union 13(12), 74–80 (2008)

    Google Scholar 

  11. Erbaycu, A.E., Güçlü, S.Z.: Sarkoidozve Tüberküloz: Benzerlikler Farklılıklar, Sarkoidoz Etyolojisinde Mikobakterilerin Rolü. İzmir Göğüs Hastalıkları ve Tüberküloz Kliniği 16, 95–101 (2005)

    Google Scholar 

  12. Hendee, J.C.: An expert system for marina environmental monitoring in the Florida Keys National Marine Sanctuary and Florida Bay. In: Brebbia, C.A. (ed.) Proceedings of the Second International Conference on Environmental Coastal Regions, pp. 57–66. Computational Mechanics Publicationas/WIT Press, Southampton (1998)

    Google Scholar 

  13. http://www.cs.cf.ac.uk/Dave/AI1/mycin.html

  14. Demircan, S., Uzar, A., Topçu, S.: Tüberkülozda cerrahi endikasyonlar. Solunum Hastalıkları Dergisi 8, 643–650 (1997)

    Google Scholar 

  15. Mockler, R.J., Dologite, D.G.: Knowledge-Based Systems. In: An Introduction to Expert Systems. Macmillan Publishing, New york (1992)

    Google Scholar 

  16. Zengin, K., Taksin, M., Cicek, Y., Unal, E., Ferahman, M., Dogusoy, G.: Primary Gastric Tuberculosis Mimicking Gastric Tumor that Results in Pyloric Stenosis Eur. Surg. 35, 220–221 (2003)

    Google Scholar 

  17. FitzGerald, J.M., Mayo, J.R., Miller, R.R., Jamieson, W.R., Baumgartner, F.: Tuberculosis of the thymus. Chest 102, 1604–1605 (1992)

    Article  Google Scholar 

  18. Sasao, T.: Worst and Best Irredundant Sum-of–Product Expressions. IEEE Transactions on Computers 50(9), 935–947 (2001)

    Article  MathSciNet  Google Scholar 

  19. Mishchenco, A., Sasao, T.: Large-Scale SOP Minimization Using Decomposition and Functional Properties. In: IEEE CNF, Design Automation Conference, Proceedings, pp. 149–154 (2003)

    Google Scholar 

  20. Kahramanli, S., Başçiftçi, F.: Boolean Functions Simplification Algorithm of O(N) Complexity. Journal of Mathematical and Computational Applications 8(4), 271–278 (2002)

    MathSciNet  Google Scholar 

  21. Başçiftçi, F.: Local Simplification Algorithms for Switching Functions. PhD Thesis, Graduate School of Natural and Applied Sciences, Selcuk University (2006)

    Google Scholar 

  22. Anand, A.L.: Role of laser therapy in management of “treatment failure” cases of pulmonary tuberculosis as an adjuvant to chemotherapy. In: Engineering in Medicine and Biology Society, 1995 and 14th Conference of the Biomedical Engineering Society of India, pp. 4/111–4/112. IEEE, Los Alamitos (1995)

    Google Scholar 

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© 2011 ICST Institute for Computer Science, Social Informatics and Telecommunications Engineering

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Sümbül, H., Başçiftçi, F. (2011). A Logic Simplification Based on Expert System Application for TBC Diagnosis. In: Lin, J.C., Nikita, K.S. (eds) Wireless Mobile Communication and Healthcare. MobiHealth 2010. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 55. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-20865-2_4

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  • DOI: https://doi.org/10.1007/978-3-642-20865-2_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-20866-9

  • Online ISBN: 978-3-642-20865-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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