Mapping genes for human face shape: exploration of univariate phenotyping strategies

M Yuan, S Goovaerts, M Vanneste… - PLOS Computational …, 2024 - journals.plos.org
Human facial shape, while strongly heritable, involves both genetic and structural
complexity, necessitating precise phenotyping for accurate assessment. Common …

Multi-scale part-based syndrome classification of 3D facial images

SS Mahdi, H Matthews, N Nauwelaers… - Ieee …, 2022 - ieeexplore.ieee.org
Identification and delineation of craniofacial characteristics support the clinical and
molecular diagnosis of genetic syndromes. Deep learning (DL) frameworks for syndrome …

Matching 3D facial shape to demographic properties by geometric metric learning: a part-based approach

SS Mahdi, N Nauwelaers, P Joris… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Face recognition is a widely accepted biometric identifier, as the face contains a lot of
information about the identity of a person. The goal of this study is to match the 3D face of an …

A 3D Clinical Face Phenotype Space of Genetic Syndromes using a Triplet-Based Singular Geometric Autoencoder

SS Mahdi, H Matthews, M Vanneste, N Nauwelaers… - BioRxiv, 2022 - biorxiv.org
Clinical diagnosis of syndromes benefits strongly from objective facial phenotyping. This
study investigates facial dysmorphism of genetic syndromes by building and investigating a …

3D Facial Biometric Verification Using a DNA Sample for Law Enforcement Applications

N Pandkar, TS Moh, M Barash - 2022 IEEE/WIC/ACM …, 2022 - ieeexplore.ieee.org
A large majority of violent crimes such as homicides, sexual assaults, and missing person
cases are not solved within a reasonable timeframe and become cold cases. The ability to …

[PDF][PDF] Neural function approximation on graphs: shape modelling, graph discrimination & compression

G Bouritsas - 2023 - core.ac.uk
Graphs serve as a versatile mathematical abstraction of real-world phenomena in numerous
scientific disciplines. This thesis is part of the Geometric Deep Learning subject area, a …

Predicting Externally Visible Traits from a DNA Sample for Law Enforcement Applications

N Pandkar - 2022 - scholarworks.sjsu.edu
A large majority of crimes such as homicides, sexual assaults and missing person cases are
not solved within a reasonable timeframe and become cold cases. The ability to predict …