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Sex Determination of Three-Dimensional Skull Based on Improved Backpropagation Neural Network

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References

2008Sexing skulls using discriminant function analysis of visually assessed traits683 cited
2011Sex Estimation in Forensic Anthropology: Skull Versus Postcranial Elements631 cited
2006Evaluating the Accuracy and Precision of Cranial Morphological Traits for Sex Determination312 cited
2011Estimation of sex from sternal measurements in a Western Australian population164 cited
2010Digital forensic osteology: Morphological sexing of skeletal remains using volume-rendered cranial CT scans163 cited
2013Estimation of sex from cranial measurements in a Western Australian population141 cited
2007Patella sex determination by 3D statistical shape models and nonlinear classifiers126 cited
1998Sex determination by discriminant analysis of patella measurements125 cited
2009A comparison between neural network and other metric methods to determine sex from the upper femur in a modern French population109 cited
1982Forensic Anthropology85 cited
2005Discriminating Sex in South African Blacks Using Patella Dimensions77 cited

Cited by

2023The Accuracy of Sex Identification Using CBCT Morphometric Measurements of the Mandible, with Different Machine-Learning Algorithms—A Retrospective Study39 cited
2020Data mining for sex estimation based on cranial measurements35 cited
2020

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Skull Sex Estimation Based on Wavelet Transform and Fourier Transform

32 cited

2021Age-related differences in cranial sexual dimorphism in contemporary Europe29 cited

2022A Geometric Morphometric Study on Sexual Dimorphism in Viscerocranium29 cited

2024Sex estimation techniques based on skulls in forensic anthropology: A scoping review22 cited

2021Analysis of the performance of machine learning and deep learning methods for sex estimation of infant individuals from the analysis of 2D images of the ilium22 cited

2022Sexual dimorphism in shape and size of the neurocranium19 cited

2023Artificial intelligence-based forensic sex determination of East Asian cadavers from skull morphology19 cited

2022Sex estimation with morphometric and morphological characteristics of the crista galli18 cited

2023Deep learning in sex estimation from knee radiographs – A proof-of-concept study utilizing the Terry Anatomical Collection16 cited

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

2020Advancements in sex estimation using the diaphyseal cross-sectional geometric properties of the lower and upper limbs12 cited