Sex prediction with morphometric measurements of first and fifth metatarsal and phalanx obtained from X-ray images by using machine learning algorithms

D Senol, F Bodur, Y Secgın, RS Bakıcı… - Folia …, 2023 - journals.viamedica.pl
Background: The aim of this study is to predict sex with machine learning (ML) algorithms by
making morphometric measurements on radiological images of the first and fifth metatarsal …

Human gender estimation from CT images of skull using deep feature selection and feature fusion

R Çiftçi, E Dönmez, A Kurtoğlu, Ö Eken, NA Samee… - Scientific Reports, 2024 - nature.com
This research endeavors to prognosticate gender by harnessing the potential of skull
computed tomography (CT) images, given the seminal role of gender identification in the …

Sex and stature estimation from anthropometric measurements of the foot: linear analyses and neural network approach on a Turkish sample

ME Parlak, BB Özkul, M Oruç, O Celbiş - Egyptian Journal of Forensic …, 2024 - Springer
Background For over a century, anthropometric techniques, widely used by anthropologists
and adopted by medical scientists, have been utilized for predicting stature and sex. This …

Comparison of data mining algorithms for sex determination based on mastoid process measurements using cone-beam computed tomography

M Farhadian, F Salemi, A Shokri, Y Safi… - Imaging Science in …, 2020 - pmc.ncbi.nlm.nih.gov
Purpose The mastoid region is ideal for studying sexual dimorphism due to its anatomical
position at the base of the skull. This study aimed to determine sex in the Iranian population …

[HTML][HTML] Determination gender using foot, footprint, hand and hand print measurements in a Sinhalese population in Sri Lanka using supervised learning techniques

S Dayarathne, LS Nawarathna… - Computer Methods and …, 2021 - Elsevier
Foot, footprint, hand and handprint measurements are widely used to determine gender in
forensic science to criminal justice and resolve body identification difficulties. Besides …

[HTML][HTML] Enhancing endangered species monitoring by lowering data entry requirements with imputation techniques as a preprocessing step for the footprint …

F Kistner, J Tulowietzki, L Slaney, S Alibhai, Z Jewell… - Ecological …, 2024 - Elsevier
Numerous species of Earth's biota are at risk of extinction and wildlife conservation is more
important than ever. Reliable baseline data are essential for wildlife management to inform …

[HTML][HTML] Missing value imputation in stature estimation by learning algorithms using anthropometric data: a comparative study

Y Son, W Kim - Applied Sciences, 2020 - mdpi.com
Estimating stature is essential in the process of personal identification. Because it is difficult
to find human remains intact at crime scenes and disaster sites, for instance, methods are …

[HTML][HTML] Anthropometric examination of footprints in South Indian population for sex estimation

S Palla, A Shivajirao - Forensic Science International: Reports, 2024 - Elsevier
Background Individualisation is essential when assessing physical evidence that is
discovered at a crime scene to connect the evidence to a suspect or victim. Many studies on …

[PDF][PDF] Gender Identification Using Marginalised Stacked Denoising Autoencoders on Twitter Data.

BB Al-onazi, MK Nour, H Alshamrani… - … Automation & Soft …, 2023 - researchgate.net
Gender analysis of Twitter could reveal significant socio-cultural differences between female
and male users. Efforts had been made to analyze and automatically infer gender formerly …

ADVIT: Using the potentials of deep representations incorporated with grid-based features of dorsum vein patterns for human identification

W Hussain, N Rasool, M Yaseen - Forensic Science International, 2020 - Elsevier
The identification of an individual is one of the main applications of forensic science, used in
legal settings for deciding cases in courts of law. Different methods have been developed for …