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Developing a fully applicable machine learning (ML) based sex classification model using linear cranial dimensions
16 references·0 citing·41 second hop
Developing a fully applicable machine learning (ML) based sex classification model using linear cranial dimensions (2024)Developing a fully applicable machine lea…Use of Advanced Artificial Intelligence in Forensic Medicine, Forensic Anthropology and Clinical Anatomy (2021)Use of Advanced Artificial In…Strengthening the role of forensic anthropology in personal identification: Position statement by the Board of the Forensic Anthropology Society of Europe (FASE) (2020)Strengthening the role of for…Artificial intelligence for sex determination of skeletal remains: Application of a deep learning artificial neural network to human skulls (2019)Artificial intelligence for s…The role of forensic anthropology in disaster victim identification (DVI): recent developments and future prospects (2018)The role of forensic anthropo…Overcoming human trafficking via operations research and analytics: Opportunities for methods, models, and applications (2016)Overcoming human trafficking …Forensic Age Estimation: Methods, Certainty, and the Law (2016)Forensic Age Estimation: Meth…Statistical sex determination from craniometrics: Comparison of linear discriminant analysis, logistic regression, and support vector machines (2014)Statistical sex determination…Estimation of sex from cranial measurements in a Western Australian population (2013)Estimation of sex from crania…Discriminant functions for sex estimation of modern Japanese skulls (2012)Discriminant functions for se…Sex Estimation in Forensic Anthropology: Skull Versus Postcranial Elements (2011)Sex Estimation in Forensic An…Forensic Age Estimation in Unaccompanied Minors and Young Living Adults (2011)Forensic Age Estimation in Un…Sexing skulls using discriminant function analysis of visually assessed traits (2008)Sexing skulls using discrimin…New perspectives in forensic anthropology (2008)New perspectives in forensic …An assessment of sex using the skull of black South Africans by discriminant function analysis (2008)An assessment of sex using th…Accuracy of age estimation in children using radiograph of developing teeth (2008)Accuracy of age estimation in…The human skeleton in forensic medicine (1963)The human skeleton in forensi…The human skeleton in forensic medicine. I. (1955)A newly developed visual method of sexing the os pubis (1969)Estimation of sex from sternal measurements in a Western Australian population (2011)Cognitive bias in forensic anthropology: Visual assessment of skeletal remains is susceptible to confirmation bias (2013)Standards for Data Collection from Human Skeletal Remains (1994)LISREL Approaches to Interaction Effects in Multiple Regression (1998)A revised method of sexing the human innominate using Phenice's nonmetric traits and statistical methods (2012)A Concordance Correlation Coefficient to Evaluate Reproducibility (1989)Anthropologie. Handbuch der vergleichenden biologie des menschen (1991)Sexual dimorphism in the crania and mandibles of South African whites (1998)The history and composition of the Raymond A. Dart Collection of Human Skeletons at the University of the Witwatersrand, Johannesburg, South Africa (2009)The skull and humerus in the determination of sex: Reliability of discriminant function equations (2009)Mandibular Ramus: An Indicator for Sex in Fragmentary Mandible* (2010)A new system of dental age assessment. (1973)Age estimation: The state of the art in relation to the specific demands of forensic practise (2000)Dental Age Estimation in Belgian Children: Demirjian's Technique Revisited (2001)Dental age estimation in Spanish and Venezuelan children. Comparison of Demirjian and Chaillet’s scores (2009)Accuracy of Cameriere, Haavikko, and Willems radiographic methods on age estimation on Bosnian–Herzegovian children age groups 6–13 (2010)Deep Neural Networks for Chronological Age Estimation From OPG Images (2020)The Structure of Scientific Revolutions (1963)The Structure of Scientific Revolutions (1963)Bones: Ancient Men and Modern Myths (1981)Accuracy and reliability of measurements obtained from computed tomography 3D volume rendered images (2014)An overview of age estimation in forensic anthropology: perspectives and practical considerations (2015)Metric Methods for the Biological Profile in Forensic Anthropology: Sex, Ancestry, and Stature (2016)RADIOGRAPHIC ATLAS OF SKELETAL DEVELOPMENT OF THE HAND AND WRIST (1959)Criteria for age estimation in living individuals (2008)Estimation of age in forensic anthropology: historical perspective and recent methodological advances (2019)Application and performance of artificial intelligence technology in forensic odontology – A systematic review (2020)Personal identification in mass disasters (1970)Interpreting Evidence: Evaluating Forensic Science in the Courtroom (1995)Handbook of Forensic Anthropology and Archaeology (2016)Disaster victim identification operations with fragmented, burnt, or commingled remains: experience-based recommendations (2020)Diagnostic performance of convolutional neural networks for dental sexual dimorphism (2022)A review of sex estimation techniques during examination of skeletal remains in forensic anthropology casework (2016)A Survey on Artificial Intelligence Techniques for Biomedical Image Analysis in Skeleton-Based Forensic Human Identification (2020)Applications of artificial intelligence in forensic sciences: Current potential benefits, limitations and perspectives (2022)Sex determination by discriminant function analysis of crania (1963)Morphometric analysis of pelvic sexual dimorphism in a contemporary Western Australian population (2014)Validation and reliability of the sex estimation of the human os coxae using freely available DSP2 software for bioarchaeology and forensic anthropology (2017)Age Estimation from the Rib by Phase Analysis: White Females (1985)
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References

  • 1963The human skeleton in forensic medicine1,647 cited
  • 2008Sexing skulls using discriminant function analysis of visually assessed traits719 cited
  • 2011Sex Estimation in Forensic Anthropology: Skull Versus Postcranial Elements669 cited
  • 2008New perspectives in forensic anthropology386 cited
  • 2016Forensic Age Estimation: Methods, Certainty, and the Law311 cited
  • 2008An assessment of sex using the skull of black South Africans by discriminant function analysis194 cited
  • 2008Accuracy of age estimation in children using radiograph of developing teeth181 cited
  • 2018The role of forensic anthropology in disaster victim identification (DVI): recent developments and future prospects181 cited
  • 2019Artificial intelligence for sex determination of skeletal remains: Application of a deep learning artificial neural network to human skulls179 cited
  • 2013Estimation of sex from cranial measurements in a Western Australian population149 cited
  • 2021Use of Advanced Artificial Intelligence in Forensic Medicine, Forensic Anthropology and Clinical Anatomy149 cited
  • 2012Discriminant functions for sex estimation of modern Japanese skulls118 cited
  • 2014Statistical sex determination from craniometrics: Comparison of linear discriminant analysis, logistic regression, and support vector machines106 cited
  • 2016Overcoming human trafficking via operations research and analytics: Opportunities for methods, models, and applications

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100 cited
  • 2011Forensic Age Estimation in Unaccompanied Minors and Young Living Adults99 cited
  • 2020Strengthening the role of forensic anthropology in personal identification: Position statement by the Board of the Forensic Anthropology Society of Europe (FASE)90 cited
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