Please use this identifier to cite or link to this item:
https://open.uns.ac.rs/handle/123456789/28583
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Gadžurić, Slobodan | en_US |
dc.contributor.author | Podunavac-Kuzmanović, Sanja | en_US |
dc.contributor.author | Jokić, Aleksandar | en_US |
dc.contributor.author | Vraneš, Milan | en_US |
dc.contributor.author | Ajduković, Nikša | en_US |
dc.contributor.author | Kovačević, Strahinja | en_US |
dc.date.accessioned | 2020-12-14T15:34:04Z | - |
dc.date.available | 2020-12-14T15:34:04Z | - |
dc.date.issued | 2014 | - |
dc.identifier.issn | 0045-0618 | en_US |
dc.identifier.uri | https://open.uns.ac.rs/handle/123456789/28583 | - |
dc.description.abstract | The subject of this paper is to determine the post-mortem interval (PMI) using the data obtained by potentiometric measurements of the electrolyte concentrations (potassium and sodium) in human vitreous humour. The data were processed by linear least squares (LLS) and artificial neural network (ANN) procedures. The LLS mathematical models have been developed as calibration models for prediction of the PMI. The quality of the models was validated by the leave one out (LOO) technique and by using an external data set. High agreement between experimental and predicted PMI values indicated the good quality of the derived models. Additionally, we analysed the influence of various factors (the cause of death, sex, differences between electrolyte concentrations in left and right eye) on the accuracy and reliability of obtained PMI. The ANN method was based on 174 forensic cases with different causes of death and known PMI ranging from 3.1-24.1 hours. The external data sets corresponding to 40 selected forensic cases were tested. Excellent correlation between experimental PMI and PMI predicted by ANN was obtained with a coefficient of correlation r 2=0.9611. In comparison to the LLS regression method applied on the complete available data, the prediction of PMI with ANN was improved by1.66 hours. © 2013 Australian Academy of Forensic Sciences. | en_US |
dc.language.iso | en | en_US |
dc.publisher | Taylor & Francis Group | en_US |
dc.relation.ispartof | Australian Journal of Forensic Sciences | en_US |
dc.source | CRIS UNS | - |
dc.source.uri | http://cris.uns.ac.rs | - |
dc.title | Chemometric estimation of post-mortem interval based on Na+ and K+ concentrations from human vitreous humour by linear least squares and artificial neural networks modelling | en_US |
dc.type | Journal/Magazine Article | en_US |
dc.identifier.doi | 10.1080/00450618.2013.825812 | - |
dc.identifier.doi | (BISIS)84336 | - |
dc.identifier.doi | (BISIS)84336 | - |
dc.identifier.scopus | 2-s2.0-84897112180 | - |
dc.identifier.url | https://www.cris.uns.ac.rs/record.jsf?recordId=84336&source=BEOPEN&language=en | - |
dc.identifier.url | https://api.elsevier.com/content/abstract/scopus_id/84897112180 | - |
dc.description.version | Published | en_US |
dc.relation.lastpage | 179 | en_US |
dc.relation.firstpage | 166 | en_US |
dc.relation.issue | 2 | en_US |
dc.relation.volume | 46 | en_US |
dc.identifier.externalcrisreference | (BISIS)84336 | - |
item.fulltext | No Fulltext | - |
item.grantfulltext | none | - |
crisitem.author.dept | Prirodno-matematički fakultet, Departman za hemiju, biohemiju i zaštitu životne sredine | - |
crisitem.author.dept | Tehnološki fakultet, Katedra za primenjene i inženjerske hemije | - |
crisitem.author.dept | Tehnološki fakultet, Katedra za opšte inženjerske discipline | - |
crisitem.author.dept | Prirodno-matematički fakultet, Departman za hemiju, biohemiju i zaštitu životne sredine | - |
crisitem.author.dept | Tehnološki fakultet, Katedra za primenjene i inženjerske hemije | - |
crisitem.author.orcid | 0000-0002-8145-5239 | - |
crisitem.author.orcid | 0000-0002-4269-9206 | - |
crisitem.author.orcid | 0000-0001-6352-4512 | - |
crisitem.author.orcid | 0000-0002-5619-9894 | - |
crisitem.author.parentorg | Prirodno-matematički fakultet | - |
crisitem.author.parentorg | Tehnološki fakultet | - |
crisitem.author.parentorg | Tehnološki fakultet | - |
crisitem.author.parentorg | Prirodno-matematički fakultet | - |
crisitem.author.parentorg | Tehnološki fakultet | - |
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