Clinical applications of machine learning in predicting 3D shapes of the human body: a systematic review

JZ Wang, J Lillia, A Kumar, P Bray, J Kim, J Burns… - BMC …, 2022 - Springer
Background Predicting morphological changes to anatomical structures from 3D shapes
such as blood vessels or appearance of the face is a growing interest to clinicians. Machine …

A computerized facial approximation method for Homo sapiens based on facial soft tissue thickness depths and geometric morphometrics

W Shui, X Wu, M Zhou - Journal of Anatomy, 2023 - Wiley Online Library
Facial approximation (FA) provides a promising means of generating the possible facial
appearance of a deceased person. It facilitates exploration of the evolutionary forces driving …

Densely calculated facial soft tissue thickness for craniofacial reconstruction in Chinese adults

W Shui, M Zhou, Q Deng, Z Wu, Y Ji, K Li, T He… - Forensic science …, 2016 - Elsevier
Craniofacial reconstruction (CFR) is used to recreate a likeness of original facial
appearance for an unidentified skull; this technique has been applied in both forensics and …

A PCA-Based method for determining craniofacial relationship and sexual dimorphism of facial shapes

W Shui, M Zhou, S Maddock, T He, X Wang… - Computers in biology and …, 2017 - Elsevier
Previous studies have used principal component analysis (PCA) to investigate the
craniofacial relationship, as well as sex determination using facial factors. However, few …

[PDF][PDF] Soft-tissue reconstruction of the human nose: population differences and sexual dimorphism

S Schlager - 2013 - researchgate.net
My thanks also go to PD Dr. Dr. Marc Metzger for providing me with CT-data and hel** in
the data acquisition process and Michael Goepper who took part in assessing inter-observer …

3D face reconstruction from skull by regression modeling in shape parameter spaces

F Duan, D Huang, Y Tian, K Lu, Z Wu, M Zhou - Neurocomputing, 2015 - Elsevier
Craniofacial reconstruction is to estimate a person׳ s face model from the skull. It can be
applied in many fields such as forensic medicine, face animation. In this article, a regression …

A computerized craniofacial reconstruction method for an unidentified skull based on statistical shape models

W Shui, M Zhou, S Maddock, Y Ji, Q Deng, K Li… - Multimedia Tools and …, 2020 - Springer
Craniofacial reconstruction (CFR) has been widely used to produce the facial appearance of
an unidentified skull in the realm of forensic science. Many studies have indicated that the …

How tight is the relationship between the skeletal and soft-tissue facial profile: a geometric morphometric analysis of the facial outline

PZ Malá, V Krajíček, J Velemínská - Forensic science international, 2018 - Elsevier
Correlations between facial bony structures and soft facial features are fundamental for
facial approximation methods The purpose of this study was to assess the strength of the …

Evolutionary computing enriched ridge regression model for craniofacial reconstruction

RF Mansour - Multimedia Tools and Applications, 2020 - Springer
Craniofacial reconstruction is one of the dominating research domains having vital
significance towards forensic purposes as well as archaeological investigation needs. With …

Skull identification via correlation measure between skull and face shape

F Duan, Y Yang, Y Li, Y Tian, K Lu… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Skull identification is an important subject for research in forensic medicine. Current
research can be divided into two categories: 1) craniofacial superimposition and 2) …