Novel framework for autism spectrum disorder identification and tailored education with effective data mining and ensemble learning techniques
Autism Spectrum Disorder (ASD) is a neurological condition that significantly affects
cognitive abilities, language comprehension, object recognition, interpersonal skills, and …
cognitive abilities, language comprehension, object recognition, interpersonal skills, and …
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 …
Towards autism subtype detection through identification of discriminatory factors using machine learning
Autism spectrum disorder (ASD) is a neuro-developmental disease that has a lifetime impact
on a person's ability to interact and communicate with others. Early discovery of autism can …
on a person's ability to interact and communicate with others. Early discovery of autism can …
[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 …
A personalized classification of behavioral severity of autism spectrum disorder using a comprehensive machine learning framework
Abstract Autism Spectrum Disorder (ASD) is characterized as a neurodevelopmental
disorder with a heterogeneous nature, influenced by genetics and exhibiting diverse clinical …
disorder with a heterogeneous nature, influenced by genetics and exhibiting diverse clinical …
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 …
Early automated prediction model for the diagnosis and detection of children with autism spectrum disorders based on effective sociodemographic and family …
Children with autism spectrum disorders (ASDs) tremendously impact people's lives, and the
incidence and prevalence of ASDs are increasing globally. Global health organisations and …
incidence and prevalence of ASDs are increasing globally. Global health organisations and …
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 …
Early stage prediction of autism spectrum disorder: Analyzing different hyperparameter tuned machine learning classifier
Autism hinders the socio-personal life of individuals and the development of society; so,
detecting autism spectrum disorder (ASD) at an early stage is an urge of humanity. There …
detecting autism spectrum disorder (ASD) at an early stage is an urge of humanity. There …