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Preparing computed tomography images for machine learning in forensic and virtual anthropology
16 references·0 citing·42 second hop
Preparing computed tomography images for machine learning in forensic and virtual anthropology (2023)Preparing computed tomography images for …Use of Advanced Artificial Intelligence in Forensic Medicine, Forensic Anthropology and Clinical Anatomy (2021)Use of Advanced Artificial In…Accurate age classification using manual method and deep convolutional neural network based on orthopantomogram images (2021)Accurate age classification u…On the use of machine learning algorithms in forensic anthropology (2020)On the use of machine learnin…Artificial intelligence for sex determination of skeletal remains: Application of a deep learning artificial neural network to human skulls (2019)Artificial intelligence for s…An automated technique to stage lower third molar development on panoramic radiographs for age estimation: a pilot study. (2017)An automated technique to sta…The Utility of Advanced Imaging in Forensic Anthropology (2016)The Utility of Advanced Imagi…A review of sex estimation techniques during examination of skeletal remains in forensic anthropology casework (2016)A review of sex estimation te…Statistical sex determination from craniometrics: Comparison of linear discriminant analysis, logistic regression, and support vector machines (2014)Statistical sex determination…Statistical Classification Methods for Estimating Ancestry Using Morphoscopic Traits, (2014)Statistical Classification Me…Ancestry Assessment Using Random Forest Modeling , , (2014)Ancestry Assessment Using Ran…AncesTrees: ancestry estimation with randomized decision trees (2014)AncesTrees: ancestry estimati…Virtual anthropology and forensic identification using multidetector CT (2013)Virtual anthropology and fore…Concordance of traditional osteometric and volume-rendered MSCT interlandmark cranial measurements (2012)Concordance of traditional os…A Companion to Forensic Anthropology (2012)A Companion to Forensic Anthr…Virtual Determination of Sex: Metric and Nonmetric Traits of the Adult Pelvis from 3D Computed Tomography Models*,† (2011)Virtual Determination of Sex:…Application of the Suchey-Brooks Method to Three-dimensional Imaging of the Pubic Symphysis (2005)Application of the Suchey-Bro…A newly developed visual method of sexing the os pubis (1969)Standards for Data Collection from Human Skeletal Remains (1994)A method for visual determination of sex, using the human hip bone (2002)Morphometric analysis of pelvic sexual dimorphism in a contemporary Western Australian population (2014)A Preliminary Investigation into the Accuracy of 3D Modeling and 3D Printing in Forensic Anthropology Evidence Reconstruction, (2018)The human skeleton in forensic medicine (1963)Human Osteology: A Laboratory and Field Manual (1987)Human Skeletal Remains: Excavation, Analysis, Interpretation (1999)Forensic investigation of cranial injuries due to blunt force trauma: current best practice (2015)‘Virtual anthropology’ and radiographic imaging in the Forensic Medical Sciences (2016)Sex estimation in the cranium and mandible: a multislice computed tomography (MSCT) study using anthropometric and geometric morphometry methods (2020)Skull Shapes and the Map: Craniometric Analyses in the Dispersion of Modern Homo (1989)Cranial Nonmetric Variation and Estimating Ancestry* (2009)Understanding race and human variation: Why forensic anthropologists are good at identifying race (2009)A modern documented Italian identified skeletal collection of 2127 skeletons: the CAL Milano Cemetery Skeletal Collection (2018)Ancestry estimation in forensic anthropology: A review (2020)DSP: A tool for probabilistic sex diagnosis using worldwide variability in hip-bone measurements (2005)Sexing skulls using discriminant function analysis of visually assessed traits (2008)Sexual dimorphism of the mandible in a contemporary Chinese Han population (2015)Assessment of sex in a modern Turkish population using cranial anthropometric parameters (2016)Forensic Osteology: Advances in the Identification of Human Remains (1998)Sex estimation from the tarsal bones in a Portuguese sample: a machine learning approach (2014)A new system of dental age assessment. (1973)A review of the most commonly used dental age estimation techniques. (2001)The BoneXpert Method for Automated Determination of Skeletal Maturity (2009)Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data (2018)Effect of Lower Third Molar Segmentations on Automated Tooth Development Staging using a Convolutional Neural Network (2019)A systematic overview of dental methods for age assessment in living individuals: from traditional to artificial intelligence-based approaches (2023)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)Applications of artificial intelligence in forensic sciences: Current potential benefits, limitations and perspectives (2022)Age estimation in children by measurement of open apices in teeth (2005)A review of the literature on the aging adult skull and face: Implications for forensic science research and applications (2007)Forensic age estimation in human skeletal remains: Current concepts and future directions (2009)The Pretoria Bone Collection: A 21st Century Skeletal Collection in South Africa (2021)Human Remains Identification Using Micro-CT, Chemometric and AI Methods in Forensic Experimental Reconstruction of Dental Patterns after Concentrated Sulphuric Acid Significant Impact (2022)Forensic Radiology: A robust approach to biological profile estimation from bone image analysis using deep learning (2025)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)An overview of age estimation in forensic anthropology: perspectives and practical considerations (2015)Funerary taphonomy: An overview of goals and methods (2016)Validation and reliability of the sex estimation of the human os coxae using freely available DSP2 software for bioarchaeology and forensic anthropology (2017)
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References

  • 2016A review of sex estimation techniques during examination of skeletal remains in forensic anthropology casework358 cited
  • 2012A Companion to Forensic Anthropology340 cited
  • 2019Artificial intelligence for sex determination of skeletal remains: Application of a deep learning artificial neural network to human skulls171 cited
  • 2014Statistical Classification Methods for Estimating Ancestry Using Morphoscopic Traits,154 cited
  • 2011Virtual Determination of Sex: Metric and Nonmetric Traits of the Adult Pelvis from 3D Computed Tomography Models*,†151 cited
  • 2013Virtual anthropology and forensic identification using multidetector CT148 cited
  • 2021Use of Advanced Artificial Intelligence in Forensic Medicine, Forensic Anthropology and Clinical Anatomy140 cited
  • 2014AncesTrees: ancestry estimation with randomized decision trees116 cited
  • 2017An automated technique to stage lower third molar development on panoramic radiographs for age estimation: a pilot study.113 cited
  • 2014Statistical sex determination from craniometrics: Comparison of linear discriminant analysis, logistic regression, and support vector machines106 cited
  • 2005Application of the Suchey-Brooks Method to Three-dimensional Imaging of the Pubic Symphysis101 cited
  • 2012Concordance of traditional osteometric and volume-rendered MSCT interlandmark cranial measurements97 cited
  • 2020On the use of machine learning algorithms in forensic anthropology

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91 cited
  • 2021Accurate age classification using manual method and deep convolutional neural network based on orthopantomogram images87 cited
  • 2014Ancestry Assessment Using Random Forest Modeling , ,85 cited
  • 2016The Utility of Advanced Imaging in Forensic Anthropology84 cited
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