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 …
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 …
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 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 …
Detection of Autism Spectrum Disorder in Children Using Efficient Pre-Processing and Machine Learning Techniques
AD Sallibi, KMA Alheeti - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Early diagnosis of the brain condition known as autism spectrum disorder (ASD) could
significantly reduce the high healthcare costs typically involved with treating ASD. Autism's …
significantly reduce the high healthcare costs typically involved with treating ASD. Autism's …
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 …
[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 …
[HTML][HTML] A comparative assessment of most widely used machine learning classifiers for analysing and classifying autism spectrum disorder in toddlers and …
Individuals with autism spectrum disorder (ASD) have social interaction and communication
challenges due to a disruption in brain development that impacts how they perceive and …
challenges due to a disruption in brain development that impacts how they perceive and …
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 …
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 …