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Deep learning in sex estimation from photographed human mandible using the Human Osteological Research Collection
13 references·1 citing·38 second hop
Deep learning in sex estimation from photographed human mandible using the Human Osteological Research Collection (2024)Deep learning in sex estimation from phot…The Estimation of Sex of Human Skeletal Remains in the Portuguese Identified Collections: History and Prospects (2022)The Estimation of Sex of Huma…Artificial intelligence for sex determination of skeletal remains: Application of a deep learning artificial neural network to human skulls (2019)Artificial intelligence for s…Biological Anthropology of the Human Skeleton (2018)Biological Anthropology of th…Worldwide population variation in pelvic sexual dimorphism: A validation and recalibration of the Klales et al. method (2017)Worldwide population variatio…Investigations Into Age‐related Changes in the Human Mandible, (2017)Investigations Into Age‐relat…A review of sex estimation techniques during examination of skeletal remains in forensic anthropology casework (2016)A review of sex estimation te…A companion to forensic anthropology (2015)A companion to forensic anthr…Geometric morphometric analysis of the use of mandibular gonial eversion in sex determination (2008)Geometric morphometric analys…Determination of Sex in South African Blacks by Discriminant Function Analysis of Mandibular Linear Dimensions: A Preliminary Investigation Using the Zulu Local Population (2006)Determination of Sex in South…Mandibular ramus flexure and gonial eversion as morphologic indicators of sex (2002)Mandibular ramus flexure and …Technical note: evaluating mandibular ramus flexure as a morphological indicator of sex (2000)Technical note: evaluating ma…Mandibular ramus flexure: A new morphologic indicator of sexual dimorphism in the human skeleton (1996)Mandibular ramus flexure: A n…History of Human Life Span and Mortality (1971)History of Human Life Span an…A review of the literature on the applications of machine learning in forensic anthropology (2025)A review of the literature on…Chronological metamorphosis of the auricular surface of the ilium: A new method for the determination of adult skeletal age at death (1985)Skeletal age determination based on the os pubis: A comparison of the Acsádi-Nemeskéri and Suchey-Brooks methods (1990)Identification of Pathological Conditions in Human Skeletal Remains (2003)Inter-group violence among early Holocene hunter-gatherers of West Turkana, Kenya (2016)New fossil remains of Homo naledi from the Lesedi Chamber, South Africa (2017)Sex estimation: a comparison of techniques based on binary logistic, probit and cumulative probit regression, linear and quadratic discriminant analysis, neural networks, and naïve Bayes classification using ordinal variables (2019)The human skeleton in forensic medicine. 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(1955)Reconstruction of life from the skeleton (1990)Recent Progress in Bioarchaeology: Approaches to the Osteological Paradox (2003)Recommendations for the forensic diagnosis of sex and age from skeletons (2007)Sex determination from the femur and tibia in South African whites (1997)Sexual dimorphism in the crania and mandibles of South African whites (1998)Changes in the sexual dimorphism of the human mandible during the last 1200 years in Central Europe (2013)Mandibular Ramus and Gonial Angle Measurements as Predictors of Sex and Age in an Egyptian Population Sample: A Digital Panoramic Study (2015)Sex estimation using sternum part lenghts by means of artificial neural networks (2019)The human skeleton in forensic medicine (1963)Practical statistics for medical research (1992)Recent advances in sex identification of human skeletal remains in South Africa (2010)A newly developed visual method of sexing the os pubis (1969)Standards for Data Collection from Human Skeletal Remains (1994)A method for sex estimation using the proximal femur (2016)Sex determination from the femur in Portuguese populations with classical and machine-learning classifiers (2017)Sex Estimation in Forensic Anthropology: Skull Versus Postcranial Elements (2011)A Survey on Artificial Intelligence Techniques for Biomedical Image Analysis in Skeleton-Based Forensic Human Identification (2020)Use of Advanced Artificial Intelligence in Forensic Medicine, Forensic Anthropology and Clinical Anatomy (2021)Applications of artificial intelligence in forensic sciences: Current potential benefits, limitations and perspectives (2022)Sexual dimorphism in the Atapuerca-SH hominids: the evidence from the mandibles (2002)Predictive accuracy of sexing the mandible by ramus flexure (2005)On the importance of blind testing in archaeological science: the example from lithic functional studies (2013)Demography and Childcare in Preindustrial Societies (1991)Age preferences in mates reflect sex differences in human reproductive strategies (1992)Demography of longevity: past, present, and future trends (2000)The accuracy of 3D virtual bone models of the pelvis for morphological sex estimation (2019)Sex estimation of skeletons in middle and late adulthood: reliability of pelvic morphological traits and long bone metrics on an Italian skeletal collection (2020)Use of Deep Learning in Forensic Sex Estimation of Virtual Pelvic Models from the Han Population (2022)Interpreting the posture and locomotion ofAustralopithecus afarensis: Where do we stand? (2002)Linear enamel hypoplasias as indicators of systemic physiological stress: Evidence from two known age‐at‐death and sex populations from postmedieval London (2005)Environmental effects on skeletal versus dental development: Using a documented subadult skeletal sample to test a basic assumption in human osteological research (2006)
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References

  • 1971History of Human Life Span and Mortality1,095 cited
  • 2016A review of sex estimation techniques during examination of skeletal remains in forensic anthropology casework358 cited
  • 2018Biological Anthropology of the Human Skeleton319 cited
  • 1996Mandibular ramus flexure: A new morphologic indicator of sexual dimorphism in the human skeleton287 cited
  • 2019Artificial intelligence for sex determination of skeletal remains: Application of a deep learning artificial neural network to human skulls171 cited
  • 2015A companion to forensic anthropology83 cited
  • 2002Mandibular ramus flexure and gonial eversion as morphologic indicators of sex75 cited
  • 2006Determination of Sex in South African Blacks by Discriminant Function Analysis of Mandibular Linear Dimensions: A Preliminary Investigation Using the Zulu Local Population71 cited
  • 2000Technical note: evaluating mandibular ramus flexure as a morphological indicator of sex68 cited
  • 2017Worldwide population variation in pelvic sexual dimorphism: A validation and recalibration of the Klales et al. method55 cited
  • 2008Geometric morphometric analysis of the use of mandibular gonial eversion in sex determination53 cited
  • 2022The Estimation of Sex of Human Skeletal Remains in the Portuguese Identified Collections: History and Prospects36 cited
  • 2017Investigations Into Age‐related Changes in the Human Mandible,24 cited

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