Formulation of ELF magnetic fields' effects on malondialdehyde level and myeloperoxidase activity in kidney using genetic programming
Created by W.Langdon from
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- @Article{Tohumoglu:2007:CMPB,
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author = "Gulay Tohumoglu and Ayse G. Canseven and
Abdulkadir Cevik and Nesrin Seyhan",
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title = "Formulation of {ELF} magnetic fields' effects on
malondialdehyde level and myeloperoxidase activity in
kidney using genetic programming",
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journal = "Computer Methods and Programs in Biomedicine",
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year = "2007",
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volume = "86",
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number = "1",
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pages = "1--9",
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month = apr,
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keywords = "genetic algorithms, genetic programming, MDA level,
MPO activity, ELF magnetic fields",
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DOI = "doi:10.1016/j.cmpb.2006.12.006",
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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