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Mazières O, Blanchard-Muller M, Vidal C, Cyteval C, Baccino E, Martrille L. Applicability of Cameriere's third molar maturity index on orthopantomograms and computed tomography scans from a French population. Forensic Sci Int 2024; 359:112024. [PMID: 38636290 DOI: 10.1016/j.forsciint.2024.112024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 04/02/2024] [Accepted: 04/11/2024] [Indexed: 04/20/2024]
Abstract
Cameriere developed a method on orthopantomograms (OPG) to assess adult age of 18 years based on the relationship between age and the third molar maturity index I3M. The aim of this study was to evaluate whether Cameriere's method could be applied to computed-tomography scans (CT-scans) from a population of French juveniles and young adults and compare the results obtained from OPG of the same individuals. Our sample comprised 200 examinations that had been performed at the radiological department of a French University hospital between 2007 and 2020. Each patient had received an OPG and a cranial CT scan for medical purposes, and we used a similar adaptation of I3M based on OPG to determine the I3M based on CT scans. Due to exclusion criteria, our final sample comprised 71 OPGs and 63 CT scans. Based on the 71 OPGs, there was concordance between chronological age and estimated age, with a sensitivity of 78.57%, a specificity of 89.47%, and a misclassified rate of 18.03% based on tooth 38, and a sensitivity of 78.79%, a specificity of 91.67%, and a misclassified rate of 17.78% based on tooth 48. Our results based on CT scans presented concordance between chronological age and estimated age for tooth 38 described by a sensitivity of 77.78%, a specificity of 94.12%, and a misclassified rate of 16.98%. The concordance between chronological age and estimated age based on 48 had a sensitivity of 75.00%, a specificity of 93.75%, and a misclassified rate of 19.23%. The > 90% ICC indicate an excellent similarity between measurements of teeth 38 and 48 based on OPGs and CT scans. This study has revealed the applicability of the Cameriere's method to calculate the I3M based on CT scans from a French population. The results based on CT scans are similar to results based on OPGs from the same individuals.
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Affiliation(s)
- Olympe Mazières
- Département de médecine légale CHU Montpellier, France; Université Toulouse III Paul Sabatier, France.
| | | | - Célia Vidal
- IDESP, INSERM, PreMEdical INRIA, Univ Montpellier, CHU Montpellier, Montpellier, France
| | | | - Eric Baccino
- Equipe de droit pénal et de sciences forensiques, France
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Murray J, Heng D, Lygate A, Porto L, Abade A, Manica S, Franco A. Applying artificial intelligence to determination of legal age of majority from radiographic data. Morphologie 2024; 108:100723. [PMID: 37897941 DOI: 10.1016/j.morpho.2023.100723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Accepted: 08/24/2023] [Indexed: 10/30/2023]
Abstract
Forensic odontologists use biological patterns to estimate chronological age for the judicial system. The age of majority is a legally significant period with a limited set of reliable oral landmarks. Currently, experts rely on the questionable development of third molars to assess whether litigants can be prosecuted as legal adults. Identification of new and novel patterns may illuminate features more dependably indicative of chronological age, which have, until now, remained unseen. Unfortunately, biased perceptions and limited cognitive capacity compromise the ability of researchers to notice new patterns. The present study demonstrates how artificial intelligence can break through identification barriers and generate new estimation modalities. A convolutional neural network was trained with 4003 panoramic-radiographs to sort subjects into 'under-18' and 'over-18' age categories. The resultant architecture identified legal adults with a high predictive accuracy equally balanced between precision, specificity and recall. Moving forward, AI-based methods could improve courtroom efficiency, stand as automated assessment methods and contribute to our understanding of biological ageing.
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Affiliation(s)
- J Murray
- Department of Forensic Odontology, University of Dundee, Nethergate, Dundee DD1 4HN, UK.
| | - D Heng
- Department of Forensic Odontology, University of Dundee, Nethergate, Dundee DD1 4HN, UK
| | - A Lygate
- Department of Forensic Odontology, University of Dundee, Nethergate, Dundee DD1 4HN, UK
| | - L Porto
- Department of Mechanical Engineering, University of Brasilia, Federal District 70910-900, Brazil
| | - A Abade
- Departmento de Computacao, Instituto Federal de Educacao, Ciencie e Tecnologia de Mato Grosso, Cuiaba, Mato Grosso, Brazil
| | - S Manica
- Department of Forensic Odontology, University of Dundee, Nethergate, Dundee DD1 4HN, UK
| | - A Franco
- Department of Forensic Odontology, University of Dundee, Nethergate, Dundee DD1 4HN, UK; Division of Forensic Dentistry, Faculdade São Leopoldo Mandic, Campinas, Brazil
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Vila-Blanco N, Varas-Quintana P, Tomás I, Carreira MJ. A systematic overview of dental methods for age assessment in living individuals: from traditional to artificial intelligence-based approaches. Int J Legal Med 2023; 137:1117-1146. [PMID: 37055627 PMCID: PMC10247592 DOI: 10.1007/s00414-023-02960-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 01/31/2023] [Indexed: 04/15/2023]
Abstract
Dental radiographies have been used for many decades for estimating the chronological age, with a view to forensic identification, migration flow control, or assessment of dental development, among others. This study aims to analyse the current application of chronological age estimation methods from dental X-ray images in the last 6 years, involving a search for works in the Scopus and PubMed databases. Exclusion criteria were applied to discard off-topic studies and experiments which are not compliant with a minimum quality standard. The studies were grouped according to the applied methodology, the estimation target, and the age cohort used to evaluate the estimation performance. A set of performance metrics was used to ensure good comparability between the different proposed methodologies. A total of 613 unique studies were retrieved, of which 286 were selected according to the inclusion criteria. Notable tendencies to overestimation and underestimation were observed in some manual approaches for numeric age estimation, being especially notable in the case of Demirjian (overestimation) and Cameriere (underestimation). On the other hand, the automatic approaches based on deep learning techniques are scarcer, with only 17 studies published in this regard, but they showed a more balanced behaviour, with no tendency to overestimation or underestimation. From the analysis of the results, it can be concluded that traditional methods have been evaluated in a wide variety of population samples, ensuring good applicability in different ethnicities. On the other hand, fully automated methods were a turning point in terms of performance, cost, and adaptability to new populations.
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Affiliation(s)
- Nicolás Vila-Blanco
- Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- Departamento de Electrónica e Computación, Escola Técnica Superior de Enxeñaría, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Paulina Varas-Quintana
- Oral Sciences Research Group, Special Needs Unit, Department of Surgery and Medical Surgical Specialities, School of Medicine and Dentistry, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Inmaculada Tomás
- Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain.
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain.
- Oral Sciences Research Group, Special Needs Unit, Department of Surgery and Medical Surgical Specialities, School of Medicine and Dentistry, Universidade de Santiago de Compostela, Santiago de Compostela, Spain.
| | - María J Carreira
- Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain.
- Departamento de Electrónica e Computación, Escola Técnica Superior de Enxeñaría, Universidade de Santiago de Compostela, Santiago de Compostela, Spain.
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain.
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Angelakopoulos N, De Luca S, Oliveira-Santos I, Ribeiro ILA, Bianchi I, Balla SB, Kis HC, Jiménez LG, Zolotenkova G, Yusof MYP, Selmanagić AH, Pandey H, Pereira PC, da Nóbrega JBM, Kalani H, Mieke SM, Kumagai A, Gulsahi A, Zelić K, Marinković N, Kelmendi J, Galić I, Vázquez IS, Spinas E, Velezmoro-Montes YW, Moukarzel M, Toledo JP, El-Bakary AAES, Cameriere R. Third molar maturity index (I 3M) assessment according to different geographical zones: a large multi-ethnic study sample. Int J Legal Med 2023; 137:403-425. [PMID: 36520207 DOI: 10.1007/s00414-022-02930-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 12/04/2022] [Indexed: 12/23/2022]
Abstract
Identification of living undocumented individuals highlights the need for accurate, precise, and reproducible age estimation methods, especially in those cases involving minors. However, when their country of origin is unknown, or it can be only roughly estimated, it is extremely difficult to apply assessment policies, procedures, and practices that are accurate and child-sensitive. The main aim of this research is to optimize the correct classification of adults and minors by establishing new cut-off values for four different continents (Africa, America, Asia, and Europe). For this purpose, a vast sample of 10,701 orthopantomographs (OPTs) from four continents was evaluated. For determination and subsequent validation of the new third molar maturity index (I3M) cut-off values by world regions, a cross-validation by holdout method was used and contingency tables (confusion matrices) were generated. The lower third molar maturity indexes, from both left and right side (I3ML and I3MR) and the combination of both sides (I3ML_I3MR) were calculated. The new cut-off values, that aim to differentiate between a minor and an adult, with more than 74.00% accuracy for all populations were as follows (I3ML; I3MR; I3ML_I3MR, respectively): Africa = (0.10; 0.10; 0.10), America = (0.10; 0.09; 0.09), Asia = (0.15; 0.17; 0.14), and Europe = (0.09; 0.09; 0.09). The higher sensitivity (Se) was detected for the I3ML for male African people (91%) and the higher specificity (Sp) of all the parameters (I3ML; I3MR; I3ML_I3MR) for Europeans both male and female (> 91%). The original cut-off value (0.08) is still useful, especially in discriminating individuals younger than 18 years old which is the goal of the forensic methods used for justice.
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Affiliation(s)
- Nikolaos Angelakopoulos
- Department of Orthodontics and Dentofacial Orthopaedics, University of Bern, Bern, Switzerland.,AgEstimation Project, Department of Medicine and Health Sciences "Vincenzo Tiberio," University of Molise, Campobasso, Italy
| | - Stefano De Luca
- AgEstimation Project, Department of Medicine and Health Sciences "Vincenzo Tiberio," University of Molise, Campobasso, Italy. .,Panacea Cooperative Research S. Coop, Ponferrada, Spain.
| | - Inês Oliveira-Santos
- Centre for Functional Ecology, Laboratory of Forensic Anthropology, Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | | | - Ilenia Bianchi
- Department of Law, Institute of Legal Medicine, University of Macerata, Macerata, Italy
| | - Sudheer B Balla
- AgEstimation Project, Department of Medicine and Health Sciences "Vincenzo Tiberio," University of Molise, Campobasso, Italy.,Department of Forensic Odontology, Panineeya Institute of Dental Sciences and Research Center, Hyderabad, Telangana, India
| | - Hatice Cansu Kis
- Department of Orthodontics, Tokat Gaziosmanpaşa University, Tokat, Turkey
| | - Lourdes Gómez Jiménez
- Instituto Nacional de Patología "Dr. Sergio Sarita Valdez,", Santo Domingo, Dominican Republic
| | - Galina Zolotenkova
- Department of Forensic Medicine, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - Mohd Yusmiaidil Putera Yusof
- Centre for Oral & Maxillofacial Diagnostics and Medicine Studies, Faculty of Dentistry, Universiti Teknologi MARA, Sungai Buloh Campus, Selangor, Malaysia
| | - Aida Hadzić Selmanagić
- Department of Dental Morphology With Dental Anthropology and Forensics, Faculty of Dentistry, University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Hemlata Pandey
- Department of Forensic Medicine and Toxicology, Seth GS Medical College and KEM Hospital, Mumbai, India
| | - Palmela C Pereira
- Facultade de Medicina Dentária, Universidade de Lisboa, Lisbon, Portugal
| | | | - Hettiarachchi Kalani
- Department of Oral Medicine and Periodontology, Faculty of Dental Sciences, University of Peradeniya, Peradeniya, Sri Lanka
| | - Sylvia M Mieke
- Department of Forensic Odontology, Faculty of Dental Medicine, Universitas Airlangga, Surabaya, Indonesia
| | - Akiko Kumagai
- Division of Forensic Odontology and Disaster Oral Medicine, Department of Forensic Science, Iwate Medical University, Morioka, Iwate, Japan
| | - Ayse Gulsahi
- AgEstimation Project, Department of Medicine and Health Sciences "Vincenzo Tiberio," University of Molise, Campobasso, Italy.,Dentomaxillofacial Radiology Department, Faculty of Dentistry, Baskent University, Ankara, Turkey
| | - Ksenija Zelić
- Laboratory of Anthropology, Institute of Anatomy, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Nemanja Marinković
- Clinic for Orthodontics, School of Dental Medicine, University of Belgrade, Belgrade, Serbia
| | - Jeta Kelmendi
- Department of Orthodontics, Faculty of Medicine Alma Mater Europaea, University of Pristina, Campus Rezonanca, Pristina, Kosovo
| | - Ivan Galić
- AgEstimation Project, Department of Medicine and Health Sciences "Vincenzo Tiberio," University of Molise, Campobasso, Italy.,Department of Oral Surgery, School of Medicine, University of Split, Split, Croatia
| | - Israel Soriano Vázquez
- Forensic Odontologist, Department of Medicine and Health Sciences "Vincenzo Tiberio," University of Molise, Campobasso, Italy
| | - Enrico Spinas
- Department of Surgical Sciences, Section of Dentistry, University of Cagliari, Cagliari, Italy
| | | | | | - Jorge Pinares Toledo
- Departamento de Patología Y Medicina Oral, Facultad de Odontología, Universidad de Chile, Santiago, Chile.,Escuela de Odontología, Facultad de Medicina, Universidad Católica de Chile, Santiago, Chile
| | | | - Roberto Cameriere
- AgEstimation Project, Department of Medicine and Health Sciences "Vincenzo Tiberio," University of Molise, Campobasso, Italy
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Pintana P, Upalananda W, Saekho S, Yarach U, Wantanajittikul K. Fully automated method for dental age estimation using the ACF detector and deep learning. EGYPTIAN JOURNAL OF FORENSIC SCIENCES 2022. [DOI: 10.1186/s41935-022-00314-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Abstract
Background
Dental age estimation plays an important role in identifying an unknown person. In forensic science, estimating age with high accuracy depends on the experience of the practitioner. Previous studies proposed classification of tooth development of the mandibular third molar by following Demirjian’s method, which is useful for dental age estimation. Although stage of tooth growth is very helpful in assessing age estimation, it must be performed manually. The drawback of this procedure is its need for skilled observers to carry out the tasks precisely and reproducibly because it is quite detailed. Therefore, this research aimed to apply computer-aid methods for reducing time and subjectivity in dental age estimation by using dental panoramic images based on Demirjian’s method. Dental panoramic images were collected from persons aged 15 to 23 years old. In accordance with Demirjian’s method, this study focused only on stages D to H of tooth development, which were discovered in the 15- to 23-year age range. The aggregate channel features detector was applied automatically to localize and crop only the lower left mandibular third molar in panoramic images. Then, the convolutional neural network model was applied to classify cropped images into D to H stages. Finally, the classified stages were used to estimate dental age.
Results
Experimental results showed that the proposed method in this study can localize the lower left mandibular third molar automatically with 99.5% accuracy, and training in the convolutional neural network model can achieve 83.25% classification accuracy using the transfer learning strategy with the Resnet50 network.
Conclusion
In this work, the aggregate channel features detector and convolutional neural network model were applied to localize a specific tooth in a panoramic image and identify the developmental stages automatically in order to estimate the age of the subjects. The proposed method can be applied in clinical practice as a tool that helps clinicians to reduce the time and subjectivity for dental age estimation.
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Arsan B, Şakır M, Büyük C, Fişekçioğlu E, Kurt G. Comparison of Cameriere and Demirjian Methods for Estimating Adulthood in Turkish Population. MEANDROS MEDICAL AND DENTAL JOURNAL 2022. [DOI: 10.4274/meandros.galenos.2021.44711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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7
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Goetten IFDS, Oenning ACC, Silva RF, Nuzzolese E, Lourenço Junior E, Franco A. Diagnostic accuracy of the third molar maturity index (I 3M) to assess the age of legal majority in Northern Brazil-population-specific cut-off values. Int J Legal Med 2022; 136:1507-1514. [PMID: 35708869 DOI: 10.1007/s00414-022-02857-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 06/07/2022] [Indexed: 11/26/2022]
Abstract
International guidelines for dental age assessment have recommended the use of methods based on available population-specific data. The Third Molar Maturity Index (I3M) was previously validated in several populations worldwide. This was the first study to evaluate the I3M in a northern Brazilian population and to test the diagnostic accuracy of the method to distinguish between minors and adults. The sample consisted of 1.070 panoramic radiographs retrospectively collected from females (n = 595) and males (n = 475) with ages between 16 and 22 years. I3M's original cut-off value of 0.08 was used to classify individuals below and above the age of 18. Receiver operating characteristic (ROC) curves were plotted to assess the accuracy (ACC) of the method. In females and males separately, the overall ACC was 73.1% and 80%, respectively. The overall ACC for the combined sample was 76.1%. For northern Brazilian males, the best cut-off value remained 0.08, while for females, an adjustment to 0.12 showed optimal outcomes. The new cut-off value led to an ACC of 98.5% for females, which reflected an increase of 25.5% compared to the original cut-off value. The original cut-off value proposed by I3M was applicable to the present sample of northern Brazilian individuals. Adjustments to 0.12, however, may be encouraged to enhance the performance of the method among females.
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Affiliation(s)
| | | | | | - Emilio Nuzzolese
- Section of Legal Medicine, Laboratory of Human Identification, University of Turin, Turin, Italy
| | | | - Ademir Franco
- Division of Forensic Dentistry, Faculdade Sao Leopoldo Mandic, Campinas, Brazil.
- Department of Therapeutic Stomatology, Institute of Dentistry, Sechenov University, Moscow, Russia.
- Centre of Forensic and Legal Medicine and Dentistry, University of Dundee, Nethergate DD1 4HN, Level 7, Dundee, T7015, UK.
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Akman H, Surme K, Cimen T, Ayyildiz H. Accuracy of different dental age estimation methods for determining the legal majority of 18 years in the Turkish population. Clin Oral Investig 2022; 26:4537-4547. [PMID: 35194681 DOI: 10.1007/s00784-022-04417-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 02/15/2022] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Radiographic evaluation of the third molar maturation is used to estimate dental age, especially in adolescence. This study aimed to assess the application of three age estimation methods (Cameriere's third molar maturity index (I3M), Demirjian's maturation stages, and The London Atlas) to determine whether an individual is 18 years or older (adult) or younger than 18 years (minor). MATERIALS AND METHODS The dental age was estimated using the I3M, Demirjian's maturation stages, and The London Atlas methods on panoramic radiograms of a total of 500 Turkish individuals aged 14-22 years. A logistic model was derived with an individual's adult or minor status as the dependent variable, and each method and sex as predictive variables. The adult status was determined using dental age estimation methods and the performance of these methods in differentiating adults from minors was evaluated. The three methods were compared case-wise for their accuracy in predicting adult status. RESULTS Logistic regression analysis showed that sex and each estimation method were statistically significant in discriminating adults and minors (p < 0.05). In the case-wise comparison for estimate adulthood, both Demirjian's stages and I3M methods tended to perform better than the London Atlas method, with this trend reaching statistical significance (p < 0.05). CONCLUSIONS Cameriere's I3M and Demirjian's development stages are useful methods for adult age assessment in the tested population. CLINICAL RELEVANCE In forensic medicine and legal practices, Cameriere's I3M and Demirjian's maturation stage methods based on the development of the third molar teeth can be used to determine whether an individual is a minor or an adult.
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Affiliation(s)
- Hayri Akman
- Department of Pediatric Dentistry, Faculty of Dentistry, Alanya Alaaddin Keykubat University, Antalya, Turkey
| | - Koray Surme
- Department of Pediatric Dentistry, Faculty of Dentistry, Alanya Alaaddin Keykubat University, Antalya, Turkey
| | - Tansu Cimen
- Department of Oral and Maxillofacial Radiology, Faculty of Dentistry, Alanya Alaaddin Keykubat University, Antalya, Turkey.
| | - Halil Ayyildiz
- Department of Oral and Maxillofacial Radiology, Faculty of Dentistry, Kütahya Health Sciences University, Kütahya, Turkey
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Demirjian and Cameriere methods for age estimation in a Spanish sample of 1386 living subjects. Sci Rep 2022; 12:2838. [PMID: 35181746 PMCID: PMC8857188 DOI: 10.1038/s41598-022-06917-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 02/08/2022] [Indexed: 11/17/2022] Open
Abstract
Currently, human identification is a challenge. Migration due to war, economic crisis or other factors is frequent. The wisdom teeth are the last teeth to initiate and complete development therefore, are fundamental for determining the legal age of majority in different countries. The aim of the study is to determine the validity of two methods based on mineralisation of the third molar to predict the ages of majority of individuals in a Spanish population. Orthopantomographies of 636 men and 750 women (mean age, 16.5 years) were analysed. The Demirjian and Cameriere methods were used, and each tooth was assigned a value according to the degree of mineralisation and maturation. The level of significance used in the analyses was 5% (α = 0.05), with a power of 96.2%. The predictive ability of the Demirjian method to determine 18 years of age in the lower wisdom teeth 93%, respectively. The Cameriere method has a predictive capacity of 88%. There are no statistically significant differences between men and women. Stage H and a cut-off point of 0.08 were the guiding values for determining the age of majority of the study population. For other proposed age ranges (14 and 16 years), both methods were useful in determining the actual age of individuals, with the Demirjian method having a sensitivity of 97.5% with and Cameriere having a predictive capacity of 95%. Both methods can be used with high reliability to determine the age of individuals where reliable documentation is unavailable. Stage H with the Demirjian method and a cut-off point of 0.08 with the Cameriere method can determine the age of majority of the Spanish population. The combination of the two methods does not substantially increase predictive ability.
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Meghana RV, Mallempalli P, Kondakamalli S, Boringi M, Vaddeswarapu RM, Kairamkonda CR, Gurram A, Balla SB, Angelakopoulos N. A test to study the influence of impaction on mandibular third molar development and forensic age estimation in a sample of south Indian children and young adults. Leg Med (Tokyo) 2021; 54:101998. [PMID: 34896837 DOI: 10.1016/j.legalmed.2021.101998] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 10/10/2021] [Accepted: 11/26/2021] [Indexed: 11/26/2022]
Abstract
It has been argued that the impaction of the third molars could result in delayed maturation, which, in turn, could affect age estimations in criminal proceedings. In view of this, the present study was undertaken to determine whether the impaction status could delay the chronological process of third molar mineralization in a sample of south Indian children and young adults. The orthopantomograms (OPGs) of 915 children and young adults of south Indian origin aged between 15 and 22 years were evaluated. Mineralisation stage and impaction status were determined for all lower third molars. Descriptive statistics were performed at stages D to H of Demirjian staging system. The results of independent t-test show that the impaction resulted in statistically significant slower mineralization in impacted lower third molars at stages D to F in both sexes. It was ascertained that the mean ages with the impacted lower third molars at stage G were 0.98-1.38 years higher in males and 0.50-0.80 years higher in females than those with non-impacted lower third molars. For stage H, the mean ages were 0.14-0.21 years higher in males and 0.25-0.44 years higher in females. The probabilities of being 18 years and above is higher for non-impacted lower third molars at stages G and H than those with impacted ones. It is concluded that the impaction could result in delayed maturation in the lower third molars of the studied sample. Further studies are warranted in a more diverse sample.
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Affiliation(s)
| | | | | | - Mamatha Boringi
- Department of Oral Medicine and Radiology, Panineeya Mahavidyalaya Institute of Dental Sciences, India.
| | | | - Charan Raj Kairamkonda
- Department of Oral Medicine and Radiology, Panineeya Mahavidyalaya Institute of Dental Sciences, India.
| | | | - Sudheer B Balla
- Department of Forensic Odontology, Panineeya Mahavidyalaya Institute of Dental Sciences, Hyderabad, Telangana.
| | - Nikolaos Angelakopoulos
- Department of Orthodontics and Dentofacial Orthopaedics, University of Bern, Bern, Switzerland.
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11
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Çakan KN, Yalçın Yeler D, Eninanç İ. Comparative assessment of the accuracy of Cameriere’s third molar maturation index method among three different radiographic techniques in a Turkish population. AUST J FORENSIC SCI 2021. [DOI: 10.1080/00450618.2021.2008002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Kübra Nur Çakan
- Department of Oral and Maxillofacial Radiology, Cumhuriyet University Faculty of Dentistry, Sivas, Turkey
| | - Defne Yalçın Yeler
- Department of Oral and Maxillofacial Radiology, Cumhuriyet University Faculty of Dentistry, Sivas, Turkey
| | - İlknur Eninanç
- Department of Oral and Maxillofacial Radiology, Cumhuriyet University Faculty of Dentistry, Sivas, Turkey
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12
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Balla SB, Kollata VRS, Bathala V, Ganapathy SK, Ch G, Vedula P, B ST, Palla A. Evaluation of the effect of impaction on the mineralization of mandibular third molars and forensic age estimation in a sample of south Indian children. Int J Legal Med 2021; 136:861-869. [PMID: 34652487 DOI: 10.1007/s00414-021-02713-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Accepted: 09/26/2021] [Indexed: 11/26/2022]
Abstract
Assessment of third molar mineralization is a basic forensic odontological method available for age estimation in children and adolescents. Due to their protracted development into the late adolescence, their development has become the subject of interest and acquired great forensic importance. It is clearly evident in the literature that impaction factor has an influence on the rate of maturation of the third molars. In this regard, the present study was undertaken to test the relationship between impaction and its concomitant effect on the mineralization of the third molar and forensic age estimation. A total of 520 digital orthopantomograms (OPG) of 260 males and 260 females of south Indian origin were assessed retrospectively. Maturation of the third molars (I3M) was assessed using the method of Cameriere et al. (Int J Leg Med 122 (6):493-497, 2008). Impaction status was determined according to the position of lower right and left third molars in relation to the long axis of the second molars. Out of the total sample, 68.1% of lower left third molars and 71.2% of lower right molars were impacted. Statistical measures for I3M were calculated in the males and females for both impacted and non-impacted third molars. It was ascertained that the mean age and I3M values were higher in impacted third molars, indicating the slower rate of maturation than non-impacted ones. The sensitivity and specificity of the test (I3M < 0.08) was 96.2% and 72.4% for non-impacted third molars and 46.2% and 87% for impacted third molars, respectively. Our findings indicate that the cut-off value of I3M < 0.08 resulted in greater number of age misclassifications (false negatives) for impacted molars, highlighting the need for new cut-off value of I3M to meet the legal standards. It was concluded that the mineralization of impacted third molars was slower compared to non-impacted ones in south Indian males and females. Further studies are warranted to validate these findings among a larger and more diverse sample.
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Affiliation(s)
- Sudheer Babu Balla
- Department of Forensic Odontology, Panineeya Mahavidyalaya Institute of Dental Sciences, Hyderabad, India.
| | | | | | | | - Gayathri Ch
- Panineeya Mahavidyalaya Institute of Dental Sciences, Hyderabad, India
| | | | - Sai Tejaswi B
- Panineeya Mahavidyalaya Institute of Dental Sciences, Hyderabad, India
| | - Alekya Palla
- Panineeya Mahavidyalaya Institute of Dental Sciences, Hyderabad, India
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13
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Legal age determined by a new threshold value of third molar maturity index in subjects with impacted mandibular third molars: An orthopantomographic study in south Indian adolescents. Int J Legal Med 2021; 136:251-259. [PMID: 34633500 DOI: 10.1007/s00414-021-02715-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 09/26/2021] [Indexed: 10/20/2022]
Abstract
Third molars are one of the few biological markers available for age estimation in juveniles, especially for the estimation of the 18-year-age threshold. Literature has indicated that impaction has an influence on the development of third molars, which could possibly result in age misclassifications. The present study is intended to identify an alternative cut-off value of the third molar maturity index (I3M) in impacted mandibular third molars and also to evaluate its applicability in estimating the major (≥ 18 years)/minor (< 18 years) status. A total of 1330 digital orthopantomograms (OPGs) of 665 male and 665 female south Indian adolescents aged from 15 to 22 years were collected and assessed. Eight hundred forty OPGs (63.1%) represented test sample, and 490 OPGs (36.9%) represented validation sample. I3M was measured for the total sample. Logistic regression, receiver operating characteristic (ROC) curve analysis, and Youden's index were used to test the performance of the method in the test sample. An alternative cut-off value of I3M < 0.17 was established for the highest value of the Youden's index of 0.598 for both sexes. When tested in validation sample, it has resulted in sensitivity and specificity values of 0.91 (95% CI; 0.86-0.95) and 0.90 (95% CI; 0.78-0.91) in males and 0.86 (95% CI; 0.80-0.92) and 0.90 (95% CI; 0.83-0.95) in females. In conclusion, cut-off value of I3M < 0.17 could accurately discriminate adults from minors with impacted mandibular third molars. However, more work is needed to be done among a more diverse sample to confirm these findings.
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14
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Angelakopoulos N, Galić I, Balla SB, Kiş HC, Gómez Jiménez L, Zolotenkova G, Mohd Yusof MYP, Hadzić Selmanagić A, Pandey H, Palmela Pereira C, Nóbrega JBM, Hettiarachchi K, Mieke SM, Kumagai A, Gulsahi A, Zelić K, Marinković N, Kelmendi J, Bianchi I, Soriano Vázquez I, Spinas E, Velezmoro-Montes YW, Oliveira-Santos I, De Luca S, Arrais Ribeiro IL, Moukarzel M, Cameriere R. Comparison of the third molar maturity index (I 3M) between left and right lower third molars to assess the age of majority: a multi-ethnic study sample. Int J Legal Med 2021; 135:2423-2436. [PMID: 34228192 DOI: 10.1007/s00414-021-02656-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 06/27/2021] [Indexed: 11/26/2022]
Abstract
The diagnostic accuracy of the I3M to assess the legal age of 18 years has already been tested in several specific-population samples. The left lower third molar has been extensively used for discriminating between minors and adults. This research aimed to compare the usefulness of lower third molar maturity indexes, from both left and right side (I3ML and I3MR), in samples originating from four distinct continents in order to examine possible differences in their accuracy values. For this purpose, a sample of 10,181 orthopantomograms (OPGs), from Europe, Africa, Asia and America, was analysed and previously scored in other studies. The samples included healthy subjects with no systemic disorders with both third molars and clear depicted root apices. Wilcoxon Signed Rank test for left and right asymmetry did not show any significant differences. Data about sensitivity, specificity, predictive values, likelihood ratio and accuracy were pooled together and showed similar results for I3ML and I3MR, respectively. In addition, all these quantities were high when only the I3MR was considered to discriminate between adults and minors. The present referable database was the first to pool third molar measurements using panoramic radiographs of subjects coming from different continents. The results highlighted that both I3ML and I3MR are reliable indicators for assessing the legal age of 18 years old in those jurisdictions where this legal threshold has been set as the age of majority.
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Affiliation(s)
- N Angelakopoulos
- Department of Orthodontics and Dentofacial Orthopaedics, University of Bern, Bern, Switzerland
- AgEstimation Project, Macerata, Italy
| | - I Galić
- AgEstimation Project, Macerata, Italy
- Department of Oral Surgery, School of Medicine, University of Split, Split, Croatia
| | - S B Balla
- AgEstimation Project, Macerata, Italy
- Department of Forensic Odontology, Panineeya Institute of Dental Sciences and Research Center, Hyderabad, Telangana, India
| | - H C Kiş
- Faculty of Dentistry, Oral and Maxillofacial Radiology, Nuh Naci Yazgan University, Kocasinan, Kayseri, Turkey
| | - L Gómez Jiménez
- Instituto Nacional de Patología Dr. Sergio Sarita Valdez, Santo Domingo, República Dominicana
| | - G Zolotenkova
- Department of Forensic Medicine, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
- Design Information Technologies Centre, Russian Academy of Sciences (DITC RAS), Moscow, Russia
| | - M Y P Mohd Yusof
- Centre for Oral & Maxillofacial Diagnostics and Medicine Studies, Faculty of Dentistry, Universiti Teknologi MARA, Sungai Buloh Campus, Selangor, Malaysia
- Institute of Pathology, Laboratory and Forensic Medicine (I-PPerForM), Universiti Teknologi MARA, Sungai Buloh Campus, Selangor, Malaysia
| | - A Hadzić Selmanagić
- Department of Dental Morphology With Dental Anthropology and Forensics Faculty of Dentistry, University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - H Pandey
- Department of Forensic Medicine and Toxicology, Seth GS Medical College and KEM Hospital, Mumbai, India
| | - C Palmela Pereira
- Facultade de Medicina Dentária da Universidade de Lisboa, Lisboa, Portugal
| | - J B M Nóbrega
- Postgraduate Program in Dentistry, Universidade Federal da Paraíba, João Pessoa, Paraíba, Brasil
| | - K Hettiarachchi
- Department of Oral Medicine and Periodontology, Faculty of Dental Sciences, University of Peradeniya, Kandy, Central Province, Sri Lanka
| | - S M Mieke
- Department of Forensic Odontology, Faculty of Dental Medicine, Universitas Airlangga, Surabaya, Indonesia
| | - A Kumagai
- Division of Forensic Odontology and Disaster Oral Medicine, Department of Forensic Science, Iwate Medical University, Iwate, Japan
| | - A Gulsahi
- AgEstimation Project, Macerata, Italy
- Faculty of Dentistry, Dentomaxillofacial Radiology Department, Baskent University, Ankara, Turkey
| | - K Zelić
- Laboratory of Anthropology, Institute of Anatomy, School of Medicine, University of Belgrade, Belgrade, Serbia
- School of Dental Medicine, University of Belgrade, Belgrade, Serbia
| | - N Marinković
- Clinic for Orthodontics, School of Dental Medicine, University of Belgrade, Belgrade, Serbia
| | - J Kelmendi
- Department of Orthodontics, Faculty of Medicine Alma Mater Europaea, University of Prishtina, Campus Rezonanca, Prishtina, Kosovo
| | - I Bianchi
- Department of Law, Institute of Legal Medicine, University of Macerata, Macerata, Italy
| | | | - E Spinas
- Department of Surgical Sciences, Section of Dentistry, University of Cagliari , Cagliari, Italy
| | | | - I Oliveira-Santos
- Centre for Functional Ecology, Laboratory of Forensic Anthropology, Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Stefano De Luca
- AgEstimation Project, Macerata, Italy.
- Área de Identificación Forense, Unidad de Derechos Humanos, Servicio Médico Legal, Santiago de Chile, Chile.
| | - I L Arrais Ribeiro
- Postgraduate Program in Dentistry, Universidade Federal da Paraíba, João Pessoa, Paraíba, Brasil
| | | | - R Cameriere
- AgEstimation Project, Macerata, Italy
- Department of Forensic Medicine, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
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15
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Cameriere R, De Luca S, Ferrante L. Study of the ethnicity's influence on the third molar maturity index (I 3M) for estimating age of majority in living juveniles and young adults. Int J Legal Med 2021; 135:1945-1952. [PMID: 34023943 DOI: 10.1007/s00414-021-02622-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 05/17/2021] [Indexed: 12/18/2022]
Abstract
Estimation of age of majority has important applications in the forensic daily practice because of the increasing demand for age estimates of unaccompanied minors. Diagnostic accuracy of I3M to assess legal adult age of 18 years has been already tested in several specific population samples. The aim of this work was to compare the available data about sensitivity and specificity of the third molar maturity index (I3M) from five different regional groups' radiographic samples to study possible ethnical difference. For this purpose, a sample of 6157 orthopantomograms (OPGs), coming from 15 countries, was analysed. Data about sensitivity and specificity were pooled using a bivariate modelling approach. The one-way MANOVA analysis was applied to assess the likelihood that sensitivity and specificity of the five regional groups are sampled from the same population. The result of the one-way MANOVA showed that both sensitivity and specificity did not depend from the regional groups. The obtained sensitivity was 84% (95% CI: 82% and 85%), and its specificity was 94% (95% CI: 93% and 95%). Based on these results, the I3M was a useful statistical tool to identify whether a subject has reached the legal age of 18 years old, regardless of his or her ethnicity.
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Affiliation(s)
- R Cameriere
- AgEstimation Project, Macerata, Italy.,Department of Forensic Medicine, Sechenov First Moscow State Medical University, Moscow, Russia
| | - Stefano De Luca
- AgEstimation Project, Macerata, Italy. .,Área de Identificación Forense, Unidad de Derechos Humanos, Servicio Médico Legal, Santiago, Chile.
| | - L Ferrante
- Centre of Epidemiology, Biostatistics and Information Technology, Polytechnic University of Marche, Ancona, Italy
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16
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Minor migrants' age estimation: Comparison of two dental methods. Forensic Sci Int Synerg 2021; 3:100134. [PMID: 33532722 PMCID: PMC7829137 DOI: 10.1016/j.fsisyn.2021.100134] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 01/07/2021] [Accepted: 01/08/2021] [Indexed: 11/27/2022]
Abstract
In case of minor migrants, absence of valid identification documents that clearly define age is a critical issue, because without these data the child cannot enjoy the rights provided by the Convention on the Rights of the Child. Differentiation between minors and adults is fundamental when age is disputed in human identification, asylum seeking, criminal liability, and child abuse fields. Few indications are available about qualitative/statistical agreement of different age estimation methods. Ages of 301 individuals were estimated through two dental methods in order to: determine quantitative and statistical agreements in legal age definition; identify practical recommendations. The study pointed out discrepancy between the two methods in 7/301 cases. From a statistical point of view, this finding corresponded to an almost perfect agreement. Thus, authors suggested that the two methods can be alternately used for legal age assessment, but operators should use both methods when the estimated age is 18.5 years.
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17
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A new model of classification of third molars development and its correlation with chronological age in a Brazilian subpopulation. Int J Legal Med 2020; 135:639-648. [PMID: 32840664 DOI: 10.1007/s00414-020-02401-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 08/14/2020] [Indexed: 10/23/2022]
Abstract
The present study correlated the mineralization of third molars to chronological age using a modified classification based on Demirjian's stages in a Brazilian subpopulation and compared with the original classification. A total of 1082 patients with age ranging from 6 to 26 years were included in the sample, with at least one third molar on panoramic radiographs. The third molars were classified according to the original Demirjian classification (8 stages) and a new model based on the Demirjian method, where the original stages were grouped into four stages: AB-enamel mineralization; CD-crown dentin mineralization; EFG-root formation; and H-complete development. Statistical analyses were performed by Kruskal-Wallis/Dunn tests (α = 0.05) and the multinomial logistic regression model. Data were analyzed according to percentiles for the probability of an individual being over 18 years old. The mean ages of the stages in both classifications did not present a significant difference between superior and inferior arches (p < 0.05). The differences in mean ages between all the stages of mineralization were statistically significant (p < 0.001) only for the 4-stage classification. Males attained root formation and complete formation earlier than females (p < 0.05) in the 4-stage classification. The modified classification system showed dependence between chronological age and mineralization stages of third molars, simplifying the age estimation process. At stage H, females present a 95.7% chance of being over 18, while for males, this probability is 89.6%. This modified classification system simplifies the dental age estimation process based on third molars and can be used as a reference for future studies.
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18
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Moukarzel M, Angelakopoulos N, De Luca S, Velandia Palacio L, Aquilanti L, Coccia E, Pigolkin Y, Cameriere R. Validity assessment of the third molar maturity index (I3M) in a Lebanese sample of adolescents and young adults. AUST J FORENSIC SCI 2020. [DOI: 10.1080/00450618.2020.1805008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- M. Moukarzel
- Dental School, Saint-Joseph University of Beirut, Beirut, Lebanon
| | - N. Angelakopoulos
- Department of Orthodontics and Dentofacial Orthopedics, University of Bern, Bern, Switzerland
| | - S. De Luca
- AgEstimation Project, University of Macerata, Macerata, Italy
- Área de Identificación Forense, Unidad de Derechos Humanos, Servicio Médico Legal, Santiago de Chile
| | | | - L. Aquilanti
- Department of Odontostomatologic and Specialized Clinical Sciences (DISCO), Polytechnic University of Marche, Ancona, Italy
| | - E. Coccia
- Department of Odontostomatologic and Specialized Clinical Sciences (DISCO), Polytechnic University of Marche, Ancona, Italy
| | - Y.I. Pigolkin
- Department of Forensic Medicine, Sechenov First Moscow State Medical University, Moscow, Russia
| | - R. Cameriere
- AgEstimation Project, University of Macerata, Macerata, Italy
- Department of Forensic Medicine, Sechenov First Moscow State Medical University, Moscow, Russia
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19
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Akkaya N, Yilanci HÖ. Assessment of third molar maturity index for legal age threshold of 18 in a sample of Turkish individuals. AUST J FORENSIC SCI 2020. [DOI: 10.1080/00450618.2020.1729412] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Affiliation(s)
- Nursel Akkaya
- Department of Dentomaxillofacial Radiology, Faculty of Dentistry, Hacettepe University, Ankara, Turkey
| | - H. Özge Yilanci
- Department of Dentomaxillofacial Radiology, Faculty of Dentistry, İzmir Democracy University, İzmir, Turkey
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