Dental age estimation of Malaysian Chinese children and adolescents: Chaillet and Demirjian's method revisited using arti?cial multilayer perceptron neural network

Age estimation is vital for both clinical and forensic reasons. An eight-tooth method was developed by Chaillet and Demirjian to estimate dental age of children and adolescents. The aim of the current study was to investigate the applicability of Chaillet and Demirjian's scores for the Malaysia...

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Main Authors: Bunyarit, Safar Sumit, Jayaraman, Jayakumar, Naidu, Murali K., Yuen Ying, Rozaida Poh, Nambiar, Phrabhakaran, Asif, Muhammad Khan
Format: Article
Published: Taylor & Francis 2020
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Online Access:http://eprints.um.edu.my/36277/
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spelling my.um.eprints.362772023-11-29T13:36:16Z http://eprints.um.edu.my/36277/ Dental age estimation of Malaysian Chinese children and adolescents: Chaillet and Demirjian's method revisited using arti?cial multilayer perceptron neural network Bunyarit, Safar Sumit Jayaraman, Jayakumar Naidu, Murali K. Yuen Ying, Rozaida Poh Nambiar, Phrabhakaran Asif, Muhammad Khan R Medicine (General) Age estimation is vital for both clinical and forensic reasons. An eight-tooth method was developed by Chaillet and Demirjian to estimate dental age of children and adolescents. The aim of the current study was to investigate the applicability of Chaillet and Demirjian's scores for the Malaysian Chinese aged 5-18 years. A total of 1228 dental panoramic tomographs were examined. The difference between Chronological Age (CA) and the Dental Age (DA) calculated using the Chaillet and Demirjian's dental maturity scores was compared using the paired t-test. The DA was generally underestimated. The average difference between CA and DA ranged from +1.55 to +2.34 years for boys and +2.18 to +4.10 years for girls. Consequently, CA and DA did not have acceptable correspondence. Therefore, a prediction model from Demirjian's scores was established using an Artificial Neural Networks (ANN) computational approach to develop new dental maturity scores. The new scores showed a more accurate estimation of age and the difference between CA and DA was -0.05 +/- 0.92 years for boys and -0.06 +/- 1.11 years for girls. Moreover, the differences were statistically not significant. The new dental maturity scores could therefore be used to estimate the age of Malaysian Chinese children and adolescents. Taylor & Francis 2020-11 Article PeerReviewed Bunyarit, Safar Sumit and Jayaraman, Jayakumar and Naidu, Murali K. and Yuen Ying, Rozaida Poh and Nambiar, Phrabhakaran and Asif, Muhammad Khan (2020) Dental age estimation of Malaysian Chinese children and adolescents: Chaillet and Demirjian's method revisited using arti?cial multilayer perceptron neural network. Australian Journal of Forensic Sciences, 52 (6). pp. 681-698. ISSN 00450618, DOI https://doi.org/10.1080/00450618.2019.1567810 <https://doi.org/10.1080/00450618.2019.1567810>. 10.1080/00450618.2019.1567810
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic R Medicine (General)
spellingShingle R Medicine (General)
Bunyarit, Safar Sumit
Jayaraman, Jayakumar
Naidu, Murali K.
Yuen Ying, Rozaida Poh
Nambiar, Phrabhakaran
Asif, Muhammad Khan
Dental age estimation of Malaysian Chinese children and adolescents: Chaillet and Demirjian's method revisited using arti?cial multilayer perceptron neural network
description Age estimation is vital for both clinical and forensic reasons. An eight-tooth method was developed by Chaillet and Demirjian to estimate dental age of children and adolescents. The aim of the current study was to investigate the applicability of Chaillet and Demirjian's scores for the Malaysian Chinese aged 5-18 years. A total of 1228 dental panoramic tomographs were examined. The difference between Chronological Age (CA) and the Dental Age (DA) calculated using the Chaillet and Demirjian's dental maturity scores was compared using the paired t-test. The DA was generally underestimated. The average difference between CA and DA ranged from +1.55 to +2.34 years for boys and +2.18 to +4.10 years for girls. Consequently, CA and DA did not have acceptable correspondence. Therefore, a prediction model from Demirjian's scores was established using an Artificial Neural Networks (ANN) computational approach to develop new dental maturity scores. The new scores showed a more accurate estimation of age and the difference between CA and DA was -0.05 +/- 0.92 years for boys and -0.06 +/- 1.11 years for girls. Moreover, the differences were statistically not significant. The new dental maturity scores could therefore be used to estimate the age of Malaysian Chinese children and adolescents.
format Article
author Bunyarit, Safar Sumit
Jayaraman, Jayakumar
Naidu, Murali K.
Yuen Ying, Rozaida Poh
Nambiar, Phrabhakaran
Asif, Muhammad Khan
author_facet Bunyarit, Safar Sumit
Jayaraman, Jayakumar
Naidu, Murali K.
Yuen Ying, Rozaida Poh
Nambiar, Phrabhakaran
Asif, Muhammad Khan
author_sort Bunyarit, Safar Sumit
title Dental age estimation of Malaysian Chinese children and adolescents: Chaillet and Demirjian's method revisited using arti?cial multilayer perceptron neural network
title_short Dental age estimation of Malaysian Chinese children and adolescents: Chaillet and Demirjian's method revisited using arti?cial multilayer perceptron neural network
title_full Dental age estimation of Malaysian Chinese children and adolescents: Chaillet and Demirjian's method revisited using arti?cial multilayer perceptron neural network
title_fullStr Dental age estimation of Malaysian Chinese children and adolescents: Chaillet and Demirjian's method revisited using arti?cial multilayer perceptron neural network
title_full_unstemmed Dental age estimation of Malaysian Chinese children and adolescents: Chaillet and Demirjian's method revisited using arti?cial multilayer perceptron neural network
title_sort dental age estimation of malaysian chinese children and adolescents: chaillet and demirjian's method revisited using arti?cial multilayer perceptron neural network
publisher Taylor & Francis
publishDate 2020
url http://eprints.um.edu.my/36277/
_version_ 1783945851926740992
score 13.209306