prikaz prve stranice dokumenta Possibility of Human Gender Recognition Using Raman Spectra of Teeth
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Possibility of Human Gender Recognition Using Raman Spectra of Teeth
Molecules, 26 (2021), 13; 3983. https://doi.org/10.3390/molecules26133983
Gamulin, Ozren; Škrabić, Marko; Serec, Kristina; Par, Matej; Baković, Marija; Krajačić, Maria; Dolanski Babić, Sanja; Šegedin, Nikola; Osmani, Aziz; Vodanović, Marin

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Institucijski repozitorij: Dr Med - digitalni repozitorij Medicinskog fakulteta Sveučilišta u Zagrebu

Citirajte ovaj rad

Gamulin, O., Škrabić, M., Serec, K., Par, M., Baković, M., Krajačić, M. ... Vodanović, M. (2021). Possibility of Human Gender Recognition Using Raman Spectra of Teeth. Molecules, 26. (13). doi: 10.3390/molecules26133983

Gamulin, Ozren, et al. "Possibility of Human Gender Recognition Using Raman Spectra of Teeth." Molecules, vol. 26, br. 13, 2021. https://doi.org/10.3390/molecules26133983

Gamulin, Ozren, Marko Škrabić, Kristina Serec, Matej Par, Marija Baković, Maria Krajačić, Sanja Dolanski Babić, Nikola Šegedin, Aziz Osmani i Marin Vodanović. "Possibility of Human Gender Recognition Using Raman Spectra of Teeth." Molecules 26, br. 13 (2021). https://doi.org/10.3390/molecules26133983

Gamulin, O., et al. (2021) 'Possibility of Human Gender Recognition Using Raman Spectra of Teeth', Molecules, 26(13). doi: 10.3390/molecules26133983

Gamulin O, Škrabić M, Serec K, Par M, Baković M, Krajačić M, i sur.. Possibility of Human Gender Recognition Using Raman Spectra of Teeth. Molecules [Internet]. 29.06.2021. [pristupljeno 03.04.2025.];26(13). doi: 10.3390/molecules26133983

O. Gamulin, et al., "Possibility of Human Gender Recognition Using Raman Spectra of Teeth", Molecules, vol. 26, br. 13, Lipanj 2021. [Online]. Dostupno na: https://urn.nsk.hr/urn:nbn:hr:105:813442. [Citirano: 03.04.2025.]

Za citiranje koristite ovu mrežnu adresu: https://urn.nsk.hr/urn:nbn:hr:105:813442
Podaci o radu
Naslov (engleski)Possibility of Human Gender Recognition Using Raman Spectra of Teeth
AutorOzren Gamulin
AutorMarko Škrabić
AutorKristina Serec
AutorMatej Par
AutorMarija Baković
AutorMaria Krajačić
AutorSanja Dolanski Babić
AutorNikola Šegedin
AutorAziz Osmani
AutorMarin Vodanović
Autorova ustanovaSveučilište u Zagrebu
Medicinski fakultet
(KATEDRA ZA FIZIKU, BIOFIZIKU I MEDICINSKU FIZIKU)
Autorova ustanovaSveučilište u Zagrebu
Medicinski fakultet
(KATEDRA ZA SUDSKU MEDICINU)
Znanstveno / umjetničko
područje, polje i grana		BIOMEDICINA I ZDRAVSTVO
Kliničke medicinske znanosti
Sudska medicina
Sažetak (engleski)
Gender determination of the human remains can be very challenging, especially in the case of incomplete ones. Herein, we report a proof-of-concept experiment where the possibility of gender recognition using Raman spectroscopy of teeth is investigated. Raman spectra were recorded from male and female molars and premolars on two distinct sites, tooth apex and anatomical neck. Recorded spectra were sorted into suitable datasets and initially analyzed with principal component analysis, which... Više showed a distinction between spectra of male and female teeth. Then, reduced datasets with scores of the first 20 principal components were formed and two classification algorithms, support vector machine and artificial neural networks, were applied to form classification models for gender recognition. The obtained results showed that gender recognition with Raman spectra of teeth is possible but strongly depends both on the tooth type and spectrum recording site. The difference in classification accuracy between different tooth types and recording sites are discussed in terms of the molecular structure difference caused by the influence of masticatory loading or gender-dependent life events. Sakrij dio sažetka
Ključne riječi (engleski)
Jezikengleski
Vrsta publikacijeZnanstveni rad - Izvorni znanstveni rad
Status objaveObjavljen
Vrsta recenzijeRecenziran
Verzija publikacijeObjavljena verzija rada (izdavačev PDF)
Naslov časopisaMolecules
Brojčani podacivol. 26, br. 13, 3983
e-ISSN1420-3049
DOIhttps://doi.org/10.3390/molecules26133983
URN:NBNurn:nbn:hr:105:813442
Datum objave publikacije2021-06-29
ProjektŠifra: IP-2020-02-9423
Naziv (hrvatski): Analiza zuba u forenzičnim i arheološkim istraživanjima
Naziv (engleski): Tooth Analysis in Forensic and Archaeological Research
Kratica: AZUFAMA
Voditelj: Hrvoje Brkić
Pravna nadležnost: Hrvatska
Financijer: HRZZ
Linija financiranja: IP
ProjektŠifra: KK.01.1.1.01.0001
Naziv (hrvatski): Potpora vrhunskim istraživanjima Centra izvrsnosti za napredne materijale i senzore
Pravna nadležnost: eu
Financijer: EK
URL dokumentahttps://www.mdpi.com/1420-3049/26/13/3983
Vrsta resursaTekst
Prava pristupaOtvoreni pristup
Uvjeti korištenjaIkona licence Imenovanje 4.0 međunarodna (CC BY 4.0)
Datum i vrijeme pohrane2022-06-10 09:05:02
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