Prediction of the brain temperature from other body temperatures in hypothermia induced rats by using artificial neural networks

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dc.authoridDEMIREL, Huseyin/0000-0003-2983-1425
dc.authoridCiylan, Bunyamin/0000-0002-6193-2245
dc.authoridERKAL, BILGEHAN/0000-0002-1405-6932
dc.contributor.authorDemirel, Huseyin
dc.contributor.authorGoktas, H. Haldun
dc.contributor.authorErkal, Bilgehan
dc.contributor.authorCiylan, Bunyamin
dc.date.accessioned2024-09-29T15:55:10Z
dc.date.available2024-09-29T15:55:10Z
dc.date.issued2012
dc.departmentKarabük Üniversitesien_US
dc.description.abstractIn this study, a microcontroller based temperature controlled hypothermia induction system is realized. The novelty of the experimental system is in using a thermoelectric Peltier cooler to bring the body temperature to hypothermic levels. The right and left ear, rectum, and brain temperatures of a rat are measured with this system. Then, an artificial neural network (ANN) is trained using temperature data to predict brain temperature from other body temperatures. It is shown that the system has the capability to predict the brain temperature with low error from rectum temperature measurements. The results from this empirical prototype also show that it is possible to use the system on humans to induce local hypothermia safely, where an interior temperature probe in the scalp is eliminated. (C) 2012 Elsevier Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/j.compbiomed.2012.05.002
dc.identifier.endpage777en_US
dc.identifier.issn0010-4825
dc.identifier.issn1879-0534
dc.identifier.issue7en_US
dc.identifier.pmid22676997en_US
dc.identifier.scopus2-s2.0-84862252004en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage772en_US
dc.identifier.urihttps://doi.org/10.1016/j.compbiomed.2012.05.002
dc.identifier.urihttps://hdl.handle.net/20.500.14619/4506
dc.identifier.volume42en_US
dc.identifier.wosWOS:000307084300006en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.ispartofComputers in Biology and Medicineen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectHypothermiaen_US
dc.subjectTemperature controlen_US
dc.subjectArtificial neural networken_US
dc.subjectPeltier cooling elementen_US
dc.titlePrediction of the brain temperature from other body temperatures in hypothermia induced rats by using artificial neural networksen_US
dc.typeArticleen_US

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