Automatic sex estimation using deep convolutional neural network based on orthopantomogram images

W Bu, Y Guo, D Zhang, S Du, M Han, Z Wu… - Forensic Science …, 2023 - Elsevier
Sex estimation is very important in forensic applications as part of individual identification.
Morphological sex estimation methods predominantly focus on anatomical measurements …

Use of deep learning in forensic sex estimation of virtual pelvic models from the Han population

Y Cao, Y Ma, X Yang, J Xiong, Y Wang… - Forensic Sciences …, 2022 - academic.oup.com
Accurate sex estimation is crucial to determine the identity of human skeletal remains
effectively. Here, we developed convolutional neural network (CNN) models for sex …

[HTML][HTML] Sex estimation from Thai hand radiographs using convolutional neural networks

P Nonthasaen, W Mahikul, T Chobpenthai… - Forensic Science …, 2023 - Elsevier
Manual analysis of hand radiographs for sex estimation is prone to biases and errors. This
study addresses the need for automated methods by exploring the potential of Convolutional …

Employing deep learning for sex estimation of adult individuals using 2D images of the humerus

J Venema, D Peula, J Irurita, P Mesejo - Neural Computing and …, 2023 - Springer
Biological profile estimation, of which sex estimation is a fundamental first stage, is a really
important task in forensic human identification. Although there are a large number of …

A fully automated sex estimation for proximal femur X-ray images through deep learning detection and classification

Y Li, C Niu, J Wang, Y Xu, H Dai, T Xiong, D Yu, H Guo… - Legal Medicine, 2022 - Elsevier
Purpose To develop a fully automated deep learning pipeline using digital radiographs to
detect the proximal femur region for accurate automated sex estimation. Method Radiograph …

[HTML][HTML] Sex determination from lateral cephalometric radiographs using an automated deep learning convolutional neural network

M Khazaei, V Mollabashi, H Khotanlou… - Imaging science in …, 2022 - ncbi.nlm.nih.gov
Purpose Despite the proliferation of numerous morphometric and anthropometric methods
for sex identification based on linear, angular, and regional measurements of various parts …

Artificial intelligence-based forensic sex determination of East Asian cadavers from skull morphology

H Kondou, R Morohashi, S Kimura, N Idota… - Scientific Reports, 2023 - nature.com
Identification of unknown cadavers is an important task for forensic scientists. Forensic
scientists attempt to identify skeletal remains based on factors including age, sex, and dental …

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

W Yang, X Liu, K Wang, J Hu, G Geng… - … methods in medicine, 2019 - Wiley Online Library
Sex determination from skeletons is a significant step in the analysis of forensic
anthropology. Previous skeletal sex assessments were analyzed by anthropologists' …

Skull sex estimation based on wavelet transform and Fourier transform

W Yang, M Zhou, P Zhang, G Geng… - BioMed Research …, 2020 - Wiley Online Library
Skull sex estimation is one of the hot research topics in forensic anthropology, and has
important research value in the fields of criminal investigation, archeology, anthropology …

A potential method for sex estimation of human skeletons using deep learning and three-dimensional surface scanning

Y Cao, Y Ma, DN Vieira, Y Guo, Y Wang… - International Journal of …, 2021 - Springer
Deep learning based on radiological methods has attracted considerable attention in
forensic anthropology because of its superior classification capacities over human experts …