Deep learning with image-based autism spectrum disorder analysis: A systematic review

MZ Uddin, MA Shahriar, MN Mahamood… - … Applications of Artificial …, 2024 - Elsevier
Autism spectrum disorder (ASD) is a collection of neuro-developmental disorders associated
with social, communicational, and behavioral difficulties. Early detection thereof is necessary …

Computer vision in autism spectrum disorder research: a systematic review of published studies from 2009 to 2019

RAJ De Belen, T Bednarz, A Sowmya… - Translational …, 2020 - nature.com
The current state of computer vision methods applied to autism spectrum disorder (ASD)
research has not been well established. Increasing evidence suggests that computer vision …

The key artificial intelligence technologies in early childhood education: a review

H Yi, T Liu, G Lan - Artificial Intelligence Review, 2024 - Springer
Artificial Intelligence (AI) technologies have been applied in various domains, including
early childhood education (ECE). Integration of AI educational technology is a recent …

Automatic emotion recognition in children with autism: a systematic literature review

A Landowska, A Karpus, T Zawadzka, B Robins… - Sensors, 2022 - mdpi.com
Background: Open Access Systematic Review Automatic Emotion Recognition in Children
with Autism: A Systematic Literature Review by Agnieszka Landowska 1,*, Aleksandra …

Vision-assisted recognition of stereotype behaviors for early diagnosis of autism spectrum disorders

F Negin, B Ozyer, S Agahian, S Kacdioglu, GT Ozyer - Neurocomputing, 2021 - Elsevier
Medical diagnosis supported by computer-assisted technologies is getting more popularity
and acceptance among medical society. In this paper, we propose a non-intrusive vision …

Vision-based activity recognition in children with autism-related behaviors

P Wei, D Ahmedt-Aristizabal, H Gammulle, S Denman… - Heliyon, 2023 - cell.com
Advances in machine learning and contactless sensors have enabled the understanding
complex human behaviors in a healthcare setting. In particular, several deep learning …

Toward children's empathy ability analysis: Joint facial expression recognition and intensity estimation using label distribution learning

J Chen, C Guo, R Xu, K Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Empathy ability is one of the most important social communication skills in early childhood
development. To analyze the children's empathy ability, facial expression analysis (FEA) is …

The current view on the paradox of pain in autism spectrum disorders

OV Bogdanova, VB Bogdanov, A Pizano… - Frontiers in …, 2022 - frontiersin.org
Autism spectrum disorder (ASD) is a neurodevelopmental disorder, which affects 1 in 44
children and may cause severe disabilities. Besides socio-communicational difficulties and …

A comprehensive analysis towards exploring the promises of AI-related approaches in autism research

S Pandya, S Jain, J Verma - Computers in biology and medicine, 2024 - Elsevier
Abstract Autism Spectrum Disorder (ASD) is a neurodevelopmental condition that presents
challenges in communication, social interaction, repetitive behaviour, and limited interests …

New technologies as promising tools for assessing facial emotion expressions impairments in ASD: a systematic review

K Briot, A Pizano, M Bouvard, A Amestoy - Frontiers in psychiatry, 2021 - frontiersin.org
The ability to recognize and express emotions from facial expressions are essential for
successful social interactions. Facial Emotion Recognition (FER) and Facial Emotion …