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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 …
with social, communicational, and behavioral difficulties. Early detection thereof is necessary …
A virtual reality based system for the screening and classification of autism
M Robles, N Namdarian, J Otto… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Autism-also known as Autism Spectrum Disorders or Autism Spectrum Conditions-is a
neurodevelopmental condition characterized by repetitive behaviours and differences in …
neurodevelopmental condition characterized by repetitive behaviours and differences in …
[HTML][HTML] Gaze analysis: A survey on its applications
The examination of ocular movements has a wide range of applications due to the current
developments in sensors that are now able to collect this biometric. This type of investigation …
developments in sensors that are now able to collect this biometric. This type of investigation …
A unified framework to stereotyped behavior detection for screening Autism Spectrum Disorder
We propose a unified pipeline for the task of stereotyped behaviors detection for early
diagnosis of Autism Spectrum Disorder (ASD). Current methods for analyzing autism-related …
diagnosis of Autism Spectrum Disorder (ASD). Current methods for analyzing autism-related …
Detection of autism spectrum disorder from changing of pupil diameter using multi-modal feature fusion based hybrid CNN model
This paper presents an multimodal feature fusion hybrid-CNN method to discriminate
between typically develo** (TD) and patients having autism spectrum disorder (ASD) …
between typically develo** (TD) and patients having autism spectrum disorder (ASD) …
EYE-C: eye-contact robust detection and analysis during unconstrained child-therapist interactions in the clinical setting of autism spectrum disorders
The high level of heterogeneity in Autism Spectrum Disorder (ASD) and the lack of
systematic measurements complicate predicting outcomes of early intervention and the …
systematic measurements complicate predicting outcomes of early intervention and the …
Using visual attention estimation on videos for automated prediction of autism spectrum disorder and symptom severity in preschool children
Atypical visual attention in individuals with autism spectrum disorders (ASD) has been
utilised as a unique diagnosis criterion in previous research. This paper presents a novel …
utilised as a unique diagnosis criterion in previous research. This paper presents a novel …
Enhanced multilevel autism classification for children using eye-tracking and hybrid CNN-RNN deep learning models
S Cheekaty, G Muneeswari - Neural Computing and Applications, 2024 - Springer
This article aims to improve the detection of ASD in children using ET data and advanced
ML techniques. ASD, a neurodevelopmental disorder characterized by impairments in social …
ML techniques. ASD, a neurodevelopmental disorder characterized by impairments in social …
A Convolutional Deep Neural Network Approach to Predict Autism Spectrum Disorder Based on Eye-Tracking Scan Paths
Autism spectrum disorder (ASD) is a developmental disorder that encompasses difficulties in
communication (both verbal and non-verbal), social skills, and repetitive behaviors. The …
communication (both verbal and non-verbal), social skills, and repetitive behaviors. The …
[PDF][PDF] ZEALOUS PARTICLE SWARM OPTIMIZATION BASED RELIABLE MULTI-LAYER PERCEPTRON NEURAL NETWORKS FOR AUTISM SPECTRUM …
BS Kumar, D Jayaraj - Journal of Theoretical and Applied Information …, 2023 - jatit.org
Individuals with autism spectrum disorder (ASD) struggle with social interaction and learning
skills throughout their lives. An early and precise diagnosis of ASD is crucial for designing …
skills throughout their lives. An early and precise diagnosis of ASD is crucial for designing …