Formulation of ELF magnetic fields' effects on malondialdehyde level and myeloperoxidase activity in kidney using genetic programming

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@Article{Tohumoglu:2007:CMPB,
  author =       "Gulay Tohumoglu and Ayse G. Canseven and 
                 Abdulkadir Cevik and Nesrin Seyhan",
  title =        "Formulation of ELF magnetic fields' effects on
                 malondialdehyde level and myeloperoxidase activity in
                 kidney using genetic programming",
  journal =      "Computer Methods and Programs in Biomedicine",
  year =         "2007",
  volume =       "86",
  number =       "1",
  pages =        "1--9",
  month =        apr,
  keywords =     "genetic algorithms, genetic programming, MDA level,
                 MPO activity, ELF magnetic fields",
  DOI =          "doi:10.1016/j.cmpb.2006.12.006",
  abstract =     "In vivo exposure effects of electromagnetic fields
                 (EMFs) on various tissues of experiment animals have
                 been investigated. In this sense, modelling and
                 formulation of these biological effects have been of
                 significant importance. In this study extremely low
                 frequency (ELF) EMFs effects on malondialdehyde (MDA)
                 level and myeloperoxidase (MPO) activity in kidney of
                 guinea pigs exposed to 50 Hz magnetic fields of 1 mT, 2
                 mT and 3 mT have been presented. It has been planned to
                 determine whether genetic programming (GP) is
                 appropriate to analyse and formulate these biological
                 effects. Consequently, it has been observed that GP can
                 be effectively used to model MDA level and MPO
                 activity. The performances of prediction of the
                 proposed GP formulation versus actual experimental
                 values are found to be quite satisfactory in terms of
                 standard deviation and correlation coefficient. It is
                 concluded that the GP application serves to form a
                 database for the researchers in this field, without
                 exposing tissues to EMF and without using too many
                 guinea pigs.",
}

Genetic Programming entries for Gulay Tohumoglu Ayse G Canseven Abdulkadir Cevik Nesrin Seyhan

Citations