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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: 9] [Impact Index Per Article: 9.0] [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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Klingberg G, Benchimol D, Berlin H, Bring J, Gornitzki C, Odeberg J, Tranæus S, Twetman S, Wernersson E, Östlund P, Domeij H. How old are you? A systematic review investigating the relationship between age and mandibular third molar maturity. PLoS One 2023; 18:e0285252. [PMID: 37200251 PMCID: PMC10194975 DOI: 10.1371/journal.pone.0285252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 04/18/2023] [Indexed: 05/20/2023] Open
Abstract
INTRODUCTION AND OBJECTIVE Radiographic evaluation of the maturity of mandibular third molars is a common method used for age estimation of adolescents and young adults. The aim of this systematic review was to examine the scientific base for the relationship between a fully matured mandibular third molar based on Demirjian's method and chronological age, in order to assess whether an individual is above or below the age of 18 years. METHODS The literature search was conducted in six databases until February 2022 for studies reporting data evaluating the tooth maturity using Demirjian´s method (specifically stage H) within populations ranging from 8 to 30 years (chronological age). Two reviewers screened the titles and abstracts identified through the search strategy independently. All studies of potential relevance according to the inclusion criteria were obtained in full text, after which they were assessed for inclusion by two independent reviewers. Any disagreement was resolved by a discussion. Two reviewers independently evaluated the risk of bias using the assessment tool QUADAS-2 and extracted the data from the studies with low or moderate risk of bias. Logistic regression was used to estimate the relationship between chronological age and proportion of subjects with a fully matured mandibular third molar (Demirjian´s tooth stage H). RESULTS A total of 15 studies with low or moderate risk of bias were included in the review. The studies were conducted in 13 countries and the chronological age of the investigated participants ranged from 3 to 27 years and the number of participants ranged between 208 and 5,769. Ten of the studies presented the results as mean age per Demirjian´s tooth stage H, but only five studies showed the distribution of developmental stages according to validated age. The proportion of subjects with a mandibular tooth in Demirjian´s tooth stage H at 18 years ranged from 0% to 22% among males and 0 to 16% in females. Since the studies were too heterogenous to perform a meta-analysis or a meaningful narrative review, we decided to refrain from a GRADE assessment. CONCLUSION The identified literature does not provide scientific evidence for the relationship between Demirjian´s stage H of a mandibular third molar and chronologic age in order to assess if an individual is under or above the age of 18 years.
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Affiliation(s)
- Gunilla Klingberg
- Faculty of Odontology, Department of Pediatric Dentistry, Malmö University, Malmö, Sweden
| | - Daniel Benchimol
- Department of Dental Medicine, Division of Oral Diagnostics and Rehabilitation, Karolinska Institutet, Huddinge, Sweden
| | - Henrik Berlin
- Faculty of Odontology, Department of Pediatric Dentistry, Malmö University, Malmö, Sweden
| | | | - Carl Gornitzki
- Swedish Agency for Health Technology Assessment and Assessment of Social Services, Stockholm, Sweden
| | - Jenny Odeberg
- Swedish Agency for Health Technology Assessment and Assessment of Social Services, Stockholm, Sweden
| | - Sofia Tranæus
- Swedish Agency for Health Technology Assessment and Assessment of Social Services, Stockholm, Sweden
- Faculty of Odontology, Health Technology Assessment–Odontology, Malmö University, Malmö, Sweden
| | - Svante Twetman
- Faculty of Health and Medical Sciences, Department of Odontology, University of Copenhagen, Copenhagen, Denmark
| | - Emma Wernersson
- Swedish Agency for Health Technology Assessment and Assessment of Social Services, Stockholm, Sweden
| | - Pernilla Östlund
- Swedish Agency for Health Technology Assessment and Assessment of Social Services, Stockholm, Sweden
- Faculty of Odontology, Health Technology Assessment–Odontology, Malmö University, Malmö, Sweden
| | - Helena Domeij
- Swedish Agency for Health Technology Assessment and Assessment of Social Services, Stockholm, Sweden
- Faculty of Odontology, Health Technology Assessment–Odontology, Malmö University, Malmö, Sweden
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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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Mutebi AK, Kamulegeya A, Nabaggala G, Mwesigwa CL. Determination of age reference standards based on mandibular third molar root development in a Ugandan population aged 10-22 years. EGYPTIAN JOURNAL OF FORENSIC SCIENCES 2022; 12:56. [PMID: 36505979 PMCID: PMC9729122 DOI: 10.1186/s41935-022-00308-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 10/27/2022] [Indexed: 12/12/2022] Open
Abstract
Background This study was aimed at establishing age estimates based on distal root development of the mandibular third molar for Ugandans aged 10-22 years. This was a cross-sectional study using orthopantomograms (OPGs) of 671 patients attending the Mulago Hospital Dental Clinic. The patients' chronological age and sex were obtained from either their national identity cards or birth certificates (females; n = 326, 48.6%). Third molar root development was assessed using Demirjian, Goldstein, and Tanner (DGT), modified Demirjian by Solari, Moorrees, Fanning, and Hunt (MFH), and Haavikko methods. Age was summarized using means/standard deviation (SD), medians, and lower and upper quartiles. Sex differences were assessed using Student's t-test. Results Crown completion (stage D) and root initiation (stage Ri) were observed at 12.6 years for females and 13.5 years for males (P = 0.02), while complete apex closure occurred at 19.8 for females and 20.1 for males (P = 0.3). There were statistically significant differences in Demirjian root stages E, F, and G and MFH and Haavikko stages Ri, R1/4, and R1/2 between the sexes (P < 0.05). The difference in the mean age of root development between females and males ranged between 0.9 year at DGT/MFH root stages D and Ri (13.5-12.6) and 1.4 years at Solari, MFH, and Haavikko root stages F, R1/4, and R1/2 (16.3-14.9, 17.1-15.7). No differences were observed between the right and left mandibular molars. Conclusions This study provides age reference standards based on third molar root development specific to the Ugandan adolescent and young adult population. The findings can be used to formulate contemporary standards and utilized as reference material to assess third molar maturity for forensic purposes.
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Affiliation(s)
- Annet Kutesa Mutebi
- grid.11194.3c0000 0004 0620 0548Department of Dentistry, College of Health Sciences, Makerere University, P.O. Box 7072, Kampala, Uganda
| | - Adriane Kamulegeya
- grid.11194.3c0000 0004 0620 0548Department of Dentistry, College of Health Sciences, Makerere University, P.O. Box 7072, Kampala, Uganda
| | - Grace Nabaggala
- grid.11194.3c0000 0004 0620 0548Department of Dentistry, College of Health Sciences, Makerere University, P.O. Box 7072, Kampala, Uganda
| | - Cathy Lutalo Mwesigwa
- grid.11194.3c0000 0004 0620 0548Department of Dentistry, College of Health Sciences, Makerere University, P.O. Box 7072, Kampala, Uganda
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Affiliation(s)
- Nadia Laniado
- Nadia Laniado is with the Department of Dentistry and the Department of Epidemiology and Population Health, Jacobi Medical Center and the Albert Einstein College of Medicine, Bronx, NY
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Ramaswami TB, Rosa GCD, Fernandes MM, Oliveira RND, Tinoco RLR. Third molar development by Demirjian's stages and age estimation among Brazilians. FORENSIC IMAGING 2020. [DOI: 10.1016/j.fri.2020.200353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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