Deep learning approach for screening autism spectrum disorder in children with facial images and analysis of ethnoracial factors in model development and …

A Lu, M Perkowski - Brain Sciences, 2021 - mdpi.com
Autism spectrum disorder (ASD) is a developmental disability that can cause significant
social, communication, and behavioral challenges. Early intervention for children with ASD …

Deep learning-based facial image analysis in medical research: a systematic review protocol

Z Su, B Liang, F Shi, J Gelfond, S Šegalo, J Wang… - BMJ open, 2021 - bmjopen.bmj.com
Introduction Deep learning techniques are gaining momentum in medical research.
Evidence shows that deep learning has advantages over humans in image identification …

Developmental instability, fluctuating asymmetry, and human psychological science

SW Gangestad - Emerging Topics in Life Sciences, 2022 - portlandpress.com
Developmental instability (DI) is an individual's inability to produce a specific developmental
outcome under a given set of conditions, generally thought to result from random …

Human gesture and gait analysis for autism detection

S Zahan, Z Gilani, GM Hassan… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
The biggest challenge in diagnosing autism is the diversity of the condition and the difficulty
of early detection. Atypical gait and gesture patterns are dominant behavioral characteristics …

Comparing automated and non‐automated machine learning for autism spectrum disorders classification using facial images

BRG Elshoky, EMG Younis, AA Ali, OAS Ibrahim - Etri Journal, 2022 - Wiley Online Library
Autism spectrum disorder (ASD) is a developmental disorder associated with cognitive and
neurobehavioral disorders. It affects the person's behavior and performance. Autism affects …

Facial asymmetry and midsagittal plane definition in 3D: A bias-free, automated method

N Gkantidis, J Opacic, G Kanavakis, C Katsaros… - Plos one, 2023 - journals.plos.org
Symmetry is a fundamental biological concept in all living organisms. It is related to a variety
of physical and social traits ranging from genetic background integrity and developmental …

Facial asymmetry in parents of children on the autism spectrum

DW Tan, SZ Gilani, M Boutrus, GA Alvares… - Autism …, 2021 - Wiley Online Library
Greater facial asymmetry has been consistently found in children with autism spectrum
disorder (ASD) relative to children without ASD. There is substantial evidence that both …

Fingerprint patterns in relation to an altered neurodevelopment in patients with autism spectrum disorder

K Kyselicová, D Dukonyová, I Belica… - Developmental …, 2023 - Wiley Online Library
Dermatoglyphic patterns are permanently established and matured before the 24th week of
gestation. Their frequencies and localization might be a good indicator of developmental …

A broad autism phenotype expressed in facial morphology

DW Tan, MT Maybery, SZ Gilani, GA Alvares… - Translational …, 2020 - nature.com
Autism spectrum disorder is a heritable neurodevelopmental condition diagnosed based on
social and communication differences. There is strong evidence that cognitive and …

Weakly-supervised Autism Severity Assessment in Long Videos

A Ali, M Ali, C Barbini, S Dubuisson… - … on Content-Based …, 2024 - ieeexplore.ieee.org
Autism Spectrum Disorder (ASD) is a diverse collection of neurobiological conditions
marked by challenges in social communication and reciprocal interactions, as well as …