Dental Materials
Volume 24, Issue 1 , Pages 18-27 , January 2008

Estimation of chemical resistance of dental ceramics by neural network

  • Jasenka Živko-Babić

      Affiliations

    • Department of Prosthodontics, School of Dental Medicine, University of Zagreb, Gundulićeva 5, 10000 Zagreb, Croatia
  • ,
  • Dragutin Lisjak

      Affiliations

    • Department of Materials, Faculty of Mechanical Engineering and Naval Architecture, University of Zagreb, Ivana Lučića 5, 10000 Zagreb, Croatia
  • ,
  • Lidija Ćurković

      Affiliations

    • Department of Materials, Faculty of Mechanical Engineering and Naval Architecture, University of Zagreb, Ivana Lučića 5, 10000 Zagreb, Croatia
  • ,
  • Marko Jakovac

      Affiliations

    • Department of Prosthodontics, School of Dental Medicine, University of Zagreb, Gundulićeva 5, 10000 Zagreb, Croatia
    • Corresponding Author InformationCorresponding author. Tel.: +385 14802135; fax: +385 14802159.

Received 23 January 2006 ,Revised 11 January 2007 ,Accepted 19 January 2007.

References 

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  2. American National Standard/American Dental Association. Specification No. 69. Dental ceramics. Chicago: Council on Dental Materials, Instruments and Equipment; 1991.
  3. Živko-Babić J, Ćurković L, Ivaniš T, Pandurić J, Borić D. Chemical stability of feldspathic and hydrothermal ceramics. In: Proceeding of the 24th annual conference on EPA. 2000;p. 93
  4. Milleding P, Wennerberg A, Alaeddin S, Karlsson S, Simon E. Surface corrosion of dental ceramics in vitro. Biomaterials. 1999;20:733–746
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  8. Grossman DG, Walters HV. The chemical durability of dental ceramics. J Dent Res. 1984;63:234
  9. Anusavice KJ, Zhang NZ. Chemical durability of dicor and lithia-based glass-ceramics. Dent Mater. 1997;13:13–19
  10. Živko-Babić J, Ćurković L, Jakovac M. Chemical durability of alumina dental ceramic. In: Proceedings of the 17th international research/expert conference. 2003;p. 257–259
  11. Jakovac M, Živko-Babić J, Ćurković L, Aurer A. Measurement of ions release from dental ceramics. In: Proceedings of the 28th annual conference of EPA. 2004;p. 102
  12. Lisjak D, Ćurković L, Rastovčan-Mioč A. Selection of optimal Backpropagation neural network algorithms for estimation of eliminating of metal ions by electric furnace slag. In: Proceedings of the seventh international research/expert conference: trends in the development of machining and associated technology. TMT. 2003;p. 1121–1124
  13. Gou D, Wang YL, Xia JT. Investigation of BaTiO3 formulation: an artificial neural network method. J Eur Ceram Soc. 2002;22:1867–1872
  14. Gou D, Li L, Nan C, Xia J, Gui Z. Modelling and analysis of the electrical properties of PZT through neural networks. J Eur Ceram Soc. 2003;23:2177–2181
  15. Golden RM. Mathematical methods for neural networks analysis and design. A Bradford book. The MIT Press; 1996;
  16. Lisjak D. Application of the artificial intelligence methods in selection of materials, Dissertation. Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture; 2004;
  17. The MathWorks, Neural Network Toolbox, Release 4.0.1, http://www.mathworks.com, Inc. 2003.
  18. Jakovac M, Živko-Babić J, Ćurković L, Pandurić J, Jerolimov V. Application of ion chromatography for monitoring the chemical stability of dental ceramics in an acid solution. Acta Stomatol Croat. 2002;36:93–96

PII: S0109-5641(07)00042-5

doi: 10.1016/j.dental.2007.01.008

Dental Materials
Volume 24, Issue 1 , Pages 18-27 , January 2008