Automatic autism spectrum disorder detection using artificial intelligence methods with MRI neuroimaging: A review
Autism spectrum disorder (ASD) is a brain condition characterized by diverse signs and
symptoms that appear in early childhood. ASD is also associated with communication …
symptoms that appear in early childhood. ASD is also associated with communication …
Machine learning methods for diagnosing autism spectrum disorder and attention-deficit/hyperactivity disorder using functional and structural MRI: a survey
Here we summarize recent progress in machine learning model for diagnosis of Autism
Spectrum Disorder (ASD) and Attention-deficit/Hyperactivity Disorder (ADHD). We outline …
Spectrum Disorder (ASD) and Attention-deficit/Hyperactivity Disorder (ADHD). We outline …
[HTML][HTML] Increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorder
Autism spectrum disorder (ASD) is a prevalent and fast-growing pervasive
neurodevelopmental disorder worldwide. Despite the increasing prevalence of ASD and the …
neurodevelopmental disorder worldwide. Despite the increasing prevalence of ASD and the …
A personalized autism diagnosis CAD system using a fusion of structural MRI and resting-state functional MRI data
Autism spectrum disorder is a neuro-developmental disorder that affects the social abilities
of the patients. Yet, the gold standard of autism diagnosis is the autism diagnostic …
of the patients. Yet, the gold standard of autism diagnosis is the autism diagnostic …
Using resting state functional mri to build a personalized autism diagnosis system
Autism spectrum disorder (ASD) is a neuro-developmental disorder associated with social
impairments, communication difficulties, and restricted and repetitive behaviors. Yet, there is …
impairments, communication difficulties, and restricted and repetitive behaviors. Yet, there is …
[HTML][HTML] A comprehensive framework for differentiating autism spectrum disorder from neurotypicals by fusing structural MRI and resting state functional MRI
Autism spectrum disorder is a neurodevelopmental disorder characterized by impaired
social abilities and communication difficulties. The golden standard for autism diagnosis in …
social abilities and communication difficulties. The golden standard for autism diagnosis in …
Novel deep learning models with novel integrated activation functions for autism screening: AutiNet and MinAutiNet
MK Elakkiya - Expert Systems with Applications, 2024 - Elsevier
Abstract Deep Learning (DL) particularly CNN has the potential to outplay conventional
Machine Learning (ML) procedures in the realm of computer vision. With the advent of DL …
Machine Learning (ML) procedures in the realm of computer vision. With the advent of DL …
Understanding the role of connectivity dynamics of resting-state functional MRI in the diagnosis of autism spectrum disorder: A comprehensive study
In addition to the standard observational assessment for autism spectrum disorder (ASD),
recent advancements in neuroimaging and machine learning (ML) suggest a rapid and …
recent advancements in neuroimaging and machine learning (ML) suggest a rapid and …
A machine learning approach for grading autism severity levels using task-based functional MRI
Autism is a developmental disorder associated with difficulties in communication and social
interaction. Autism diagnostic observation schedule (ADOS) is considered the gold standard …
interaction. Autism diagnostic observation schedule (ADOS) is considered the gold standard …
Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns
Altered functional connectivity patterns play an important role in explaining autism spectrum
disorder related impairments. In order to examine such connectivity, resting state functional …
disorder related impairments. In order to examine such connectivity, resting state functional …