Efficient machine learning models for early stage detection of autism spectrum disorder
Autism spectrum disorder (ASD) is a neurodevelopmental disorder that severely impairs an
individual's cognitive, linguistic, object recognition, communication, and social abilities. This …
individual's cognitive, linguistic, object recognition, communication, and social abilities. This …
[HTML][HTML] An evaluation of machine learning approaches for early diagnosis of autism spectrum disorder
Abstract Autistic Spectrum Disorder (ASD) is a neurological disease characterized by
difficulties with social interaction, communication, and repetitive activities. While its primary …
difficulties with social interaction, communication, and repetitive activities. While its primary …
A machine learning framework for early-stage detection of autism spectrum disorders
Autism Spectrum Disorder (ASD) is a type of neurodevelopmental disorder that affects the
everyday life of affected patients. Though it is considered hard to completely eradicate this …
everyday life of affected patients. Though it is considered hard to completely eradicate this …
An integrated statistical and clinically applicable machine learning framework for the detection of autism spectrum disorder
Autism Spectrum Disorder (ASD) is a neurological impairment condition that severely
impairs cognitive, linguistic, object recognition, interpersonal, and communication skills. Its …
impairs cognitive, linguistic, object recognition, interpersonal, and communication skills. Its …
Machine learning-based models for early stage detection of autism spectrum disorders
Autism Spectrum Disorder (ASD) is a group of neurodevelopmental disabilities that are not
curable but may be ameliorated by early interventions. We gathered early-detected ASD …
curable but may be ameliorated by early interventions. We gathered early-detected ASD …
Detecting autism spectrum disorder using machine learning techniques: An experimental analysis on toddler, child, adolescent and adult datasets
Abstract Autism Spectrum Disorder (ASD), which is a neuro development disorder, is often
accompanied by sensory issues such an over sensitivity or under sensitivity to sounds and …
accompanied by sensory issues such an over sensitivity or under sensitivity to sounds and …
A machine learning autism classification based on logistic regression analysis
F Thabtah, N Abdelhamid, D Peebles - Health information science and …, 2019 - Springer
Abstract Autistic Spectrum Disorder (ASD) is a neurodevelopmental condition associated
with significant healthcare costs; early diagnosis could substantially reduce these. The …
with significant healthcare costs; early diagnosis could substantially reduce these. The …
Detection of autism spectrum disorder in children using machine learning techniques
K Vakadkar, D Purkayastha, D Krishnan - SN computer science, 2021 - Springer
Abstract Autism Spectrum Disorder (ASD) is a neurological disorder which might have a
lifelong impact on the language learning, speech, cognitive, and social skills of an …
lifelong impact on the language learning, speech, cognitive, and social skills of an …
Detection of autism spectrum disorder (ASD) in children and adults using machine learning
Autism spectrum disorder (ASD) presents a neurological and developmental disorder that
has an impact on the social and cognitive skills of children causing repetitive behaviours …
has an impact on the social and cognitive skills of children causing repetitive behaviours …
A convolutional neural network model for early-stage detection of autism spectrum disorder
Autism is a developmental handicap of children that gets worse as they age. An autistic child
has problems with interaction and communication, as well as limited behavior. If autistic …
has problems with interaction and communication, as well as limited behavior. If autistic …