Facial Classification for Autism Spectrum Disorder

Facial Classification for Autism Spectrum Disorder – ScienceOpen

This research identifies the application of deep learning and vision transformer (ViT) models for classification of facial images of autistic and non-autistic ...

Early Screening of Autism Spectrum Disorder Diagnoses of Children ...

Improved transfer-learning-based facial recognition framework to detect autistic ... A machine learning autism classification based on logistic ...

Face processing in autism spectrum disorders: from brain regions to ...

Autism spectrum disorder (ASD) is characterized by reduced attention to social stimuli including the human face. This hypo-responsiveness to stimuli that ...

(PDF) Autism spectrum disorder detection using facial images

tic feature, and social interaction dynamics aid classiﬁcation. Machine learning and deep learning can extract and evaluate. these ...

Journal of Disability Research on X: "Facial Classification for Autism ...

Facial Classification for Autism Spectrum Disorder #ScienceOpen: https://t.co/8B7AxJ5U1d.

Identification of Autism in Children Using Static Facial Features and ...

Autism spectrum disorder (ASD) is a complicated neurological developmental disorder that manifests itself in a variety of ways.

Trailblazing ASD Behavioral Research: Leveraging Modified MLP ...

Detecting autism from facial ... Automatic classification of autism spectrum disorder in children using cortical thickness and support vector ...

A Study on the Effect of Face Detection and Landmark Identification ...

Request PDF | Classification of Facial Images to Assist in the Diagnosis of Autism Spectrum Disorder: A Study on the Effect of Face Detection and Landmark ...

Enhancing autism spectrum disorder classification in children ...

investigated fMRI connectivity within brain networks involved in face processing, mentalizing, and mirroring. Their findings highlighted ...

A face image classification method of autistic children based on the ...

Autism spectrum disorder (ASD) is a neurodevelopmental disorder, which seriously affects children's normal life.

"Deep Learning Approach for Screening Autism Spectrum Disorder ...

Our model produced a 95% classification accuracy and 0.95 F1-score. The only other reported study using facial images to detect ASD was based on the Kaggle ASD ...

Autism Spectrum Disorder: Classification, diagnosis and therapy

The symptoms included marked impairment in non-verbal behaviors such as eye-to-eye gaze, facial expression, and body postures, as well as stereotyped repetitive ...

Improved Transfer-Learning-Based Facial Recognition Framework ...

Autism spectrum disorder (ASD) is a complex neuro ... autistic child face from an intentional funny face for any classification model at hand.

Real-time facial emotion recognition system among children with ...

1.1 Autism spectrum disorder. A neurological ailment called autism spectrum disorder (ASD) affects behavior and communication. Although ...

Autism Spectrum Disorder Prediction in Children Using Machine ...

People with autism face various obstacles, including difficulty ... A study on Autism spectrum disorders using classification techniques.

[Retracted] Facial Features Detection System To Identify Children ...

Figure 11: Confusion matrix. Detection of autism spectrum disorder based on facial recognition ... facial landmarks, which can classify faces into autistic ...

Hypermasculinised facial morphology in boys and girls with Autism ...

Elevated prenatal testosterone exposure has been associated with Autism Spectrum Disorder (ASD) and facial masculinity.

Classification of Children With Autism and Typical Development ...

The objective of this study was to examine whether eye-tracking data from face-to-face conversations could classify children with ASD and typical development ( ...

Reduced neural sensitivity to rapid individual face discrimination in ...

Finally, we applied classification models to classify individuals as belonging to the ASD or TD group. ... face processing difficulties in autism spectrum ...

Face-Based Attention Recognition Model for Children with Autism ...

Attention recognition plays a vital role in providing learning support for children with autism spectrum disorders (ASD).