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Automating the decision making process of Todd’s age estimation method from the pubic symphysis with explainable machine learning
16 references·1 citing·38 second hop
Automating the decision making process of Todd’s age estimation method from the pubic symphysis with explainable machine learning (2022)Automating the decision making process of…Estimation of age in forensic anthropology: historical perspective and recent methodological advances (2019)Estimation of age in forensic…Novel age estimation model based on development of permanent teeth compared with classical approach and other modern data mining methods (2017)Novel age estimation model ba…The effect of factors other than age upon skeletal age indicators in the adult (2015)The effect of factors other t…Modeling Bone Surface Morphology: A Fully Quantitative Method for Age‐at‐Death Estimation Using the Pubic Symphysis (2015)Modeling Bone Surface Morphol…Analysis of Age‐at‐Death Estimation Using Data from a New, Modern Autopsy Sample—Part I: Pubic Bone*,† (2010)Analysis of Age‐at‐Death Esti…The problem of aging human remains and living individuals: A review (2009)The problem of aging human re…Pubic Bone Age Estimation in Adult Women* (2008)Pubic Bone Age Estimation in …Inter‐Observer Variation in Methodologies Involving the Pubic Symphysis, Sternal Ribs, and Teeth* (2008)Inter‐Observer Variation in M…Evaluation of the Suchey–Brooks Method for Aging Skeletons in the Balkans (2006)Evaluation of the Suchey–Broo…Variability of the Pattern of Aging on the Human Skeleton: Evidence from Bone Indicators and Implications on Age at Death Estimation (2002)Variability of the Pattern of…Age estimation from the auricular surface of the ilium: A revised method (2002)Age estimation from the auric…Skeletal age determination based on the os pubis: A comparison of the Acsádi-Nemeskéri and Suchey-Brooks methods (1990)Skeletal age determination ba…Race differences in pubic symphyseal aging patterns in the male (1989)Race differences in pubic sym…Metamorphosis at the sternal rib end: A new method to estimate age at death in white males (1984)Metamorphosis at the sternal …A method for aging the female Os pubis (1973)A method for aging the female…Age changes in the pubic bone. I. The male white pubis (1920)Age changes in the pubic bone…A review of the literature on the applications of machine learning in forensic anthropology (2025)A review of the literature on…Farewell to paleodemography (1982)Chronological metamorphosis of the auricular surface of the ilium: A new method for the determination of adult skeletal age at death (1985)Statistical basis for positive identification in forensic anthropology (2006)Using the Acetabulum to Estimate Age at Death of Adult Males* (2006)Age Estimation from the Human Os Coxa: A Test on a Documented Italian Collection* (2008)Forensic Osteology: Advances in the Identification of Human Remains (1998)Developments in Forensic Anthropology: Age‐at‐Death Estimation (2012)Evaluation of the suchey–brooks method of age estimation in an Australian subpopulation using computed tomography of the pubic symphyseal surface (2013)An overview of age estimation in forensic anthropology: perspectives and practical considerations (2015)Recommendations for age and sex diagnoses of skeletons (1980)Teeth (2005)Standards for Data Collection from Human Skeletal Remains (1994)Une nouvelle méthode pour estimer l’âge au décès des adultes à partir de la surface sacro-pelvienne iliaque (2005)Forensic age estimation in human skeletal remains: Current concepts and future directions (2009)Stature and body mass estimation from skeletal remains in the European Holocene (2012)Age changes in the pubic bone (1921)Personal identification in mass disasters (1970)Cross‐sectional geometry of Pecos Pueblo femora and tibiae—A biomechanical investigation: II. Sex, age, and side differences (1983)A revised method of age determination using the os pubis, with a review and tests of accuracy of other current methods of pubic symphyseal aging (1985)Transition analysis: A validation study with known‐age modern American skeletons (2012)RADIOGRAPHIC ATLAS OF SKELETAL DEVELOPMENT OF THE HAND AND WRIST (1959)A new system of dental age assessment. (1973)Accuracy of Cameriere, Haavikko, and Willems radiographic methods on age estimation on Bosnian–Herzegovian children age groups 6–13 (2010)Age estimation by pulp/tooth ratio in lower premolars by orthopantomography (2011)Dental age estimation using Demirjian and Willems methods: Cross sectional study on children from the Former Yugoslav Republic of Macedonia (2013)Ectocranial suture closure: A revised method for the determination of skeletal age at death based on the lateral‐anterior sutures (1985)Statistical methods to assess the reliability of measurements in the procedures for forensic age estimation (2009)Proposing a way forward: A review of standardisation in the use of age categories and ageing techniques in osteological analysis (2004–2009) (2010)The human skeleton in forensic medicine. I. (1955)The human skeleton in forensic medicine (1963)Age Estimation from the Rib by Phase Analysis: White Females (1985)Identification of Pathological Conditions in Human Skeletal Remains (2003)Archaeological and Anthropological Sciences (2013)Inter-group violence among early Holocene hunter-gatherers of West Turkana, Kenya (2016)Age Estimation from the Rib by Phase Analysis: White Males (1984)Paleodemography: From archaeology and skeletal age estimation to life in the past (2021)Dental Radiographic/Digital Radiography Technology along with Biological Agents in Human Identification (2022)An interdisciplinary forensic approach for human remains identification and missing persons investigations (2023)
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References

  • 1990Skeletal age determination based on the os pubis: A comparison of the Acsádi-Nemeskéri and Suchey-Brooks methods2,124 cited
  • 2002Age estimation from the auricular surface of the ilium: A revised method809 cited
  • 1920Age changes in the pubic bone. I. The male white pubis735 cited
  • 2009The problem of aging human remains and living individuals: A review645 cited
  • 1984Metamorphosis at the sternal rib end: A new method to estimate age at death in white males426 cited
  • 1973A method for aging the female Os pubis307 cited
  • 2019Estimation of age in forensic anthropology: historical perspective and recent methodological advances164 cited
  • 2002Variability of the Pattern of Aging on the Human Skeleton: Evidence from Bone Indicators and Implications on Age at Death Estimation157 cited
  • 2010Analysis of Age‐at‐Death Estimation Using Data from a New, Modern Autopsy Sample—Part I: Pubic Bone*,†146 cited
  • 2008Pubic Bone Age Estimation in Adult Women*122 cited
  • 2006Evaluation of the Suchey–Brooks Method for Aging Skeletons in the Balkans85 cited
  • 2015The effect of factors other than age upon skeletal age indicators in the adult83 cited
  • 1989Race differences in pubic symphyseal aging patterns in the male81 cited
  • 2008Inter‐Observer Variation in Methodologies Involving the Pubic Symphysis, Sternal Ribs, and Teeth*

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75 cited
  • 2015Modeling Bone Surface Morphology: A Fully Quantitative Method for Age‐at‐Death Estimation Using the Pubic Symphysis58 cited
  • 2017Novel age estimation model based on development of permanent teeth compared with classical approach and other modern data mining methods57 cited
  • Cited by

    • 2025A review of the literature on the applications of machine learning in forensic anthropology15 cited