Application of multimodal MRI in the early diagnosis of autism spectrum disorders: a review

M Wang, D Xu, L Zhang, H Jiang - Diagnostics, 2023 - mdpi.com
Autism spectrum disorder (ASD) is a neurodevelopmental disorder in children. Early
diagnosis and intervention can remodel the neural structure of the brain and improve quality …

A systematic review of structural MRI biomarkers in autism spectrum disorder: A machine learning perspective

AM Pagnozzi, E Conti, S Calderoni, J Fripp… - International Journal of …, 2018 - Elsevier
Abstract Autism Spectrum Disorder (ASD) affects approximately 1% of the population and
leads to impairments in social interaction, communication and restricted, repetitive …

Classification of preschoolers with low-functioning autism spectrum disorder using multimodal MRI data

JI Kim, S Bang, JJ Yang, H Kwon, S Jang… - Journal of Autism and …, 2022 - Springer
Multimodal imaging studies targeting preschoolers and low-functioning autism spectrum
disorder (ASD) patients are scarce. We applied machine learning classifiers to parameters …

A narrative review of MRI changes correlated to signs and symptoms of autism

NL Faizo - Medicine, 2022 - journals.lww.com
Autism spectrum disorder (ASD) is a neurodevelopmental disorder that occurs during early
childhood. The change from being normal across several contexts to displaying the …

Machine learning (ML) for the diagnosis of autism spectrum disorder (ASD) using brain imaging

HS Nogay, H Adeli - Reviews in the Neurosciences, 2020 - degruyter.com
Autism spectrum disorder (ASD) is a neurodevelopmental incurable disorder with a long
diagnostic period encountered in the early years of life. If diagnosed early, the negative …

Cortical-cerebellar circuits changes in preschool ASD children by multimodal MRI

T Yi, C Ji, W Wei, G Wu, K Jin, G Jiang - Cerebral Cortex, 2024 - academic.oup.com
Objective To investigate the alterations in cortical-cerebellar circuits and assess their
diagnostic potential in preschool children with autism spectrum disorder using multimodal …

Emerging behavioral and neuroimaging biomarkers for early and accurate characterization of autism spectrum disorders: a systematic review

CS Hiremath, KJV Sagar, BK Yamini… - Translational …, 2021 - nature.com
The possibility of early treatment and a better outcome is the direct product of early
identification and characterization of any pathological condition. Autism spectrum disorder …

Brain MRI in autism spectrum disorder: narrative review and recent advances

F Rafiee, R Rezvani Habibabadi… - Journal of Magnetic …, 2022 - Wiley Online Library
Autism spectrum disorder (ASD) is neuropsychiatric continuum of disorders characterized by
persistent deficits in social communication and restricted repetitive patterns of behavior …

[HTML][HTML] A comprehensive framework for differentiating autism spectrum disorder from neurotypicals by fusing structural MRI and resting state functional MRI

O Dekhil, M Ali, R Haweel, Y Elnakib, M Ghazal… - Seminars in pediatric …, 2020 - Elsevier
Autism spectrum disorder is a neurodevelopmental disorder characterized by impaired
social abilities and communication difficulties. The golden standard for autism diagnosis in …

Brain imaging-based machine learning in autism spectrum disorder: methods and applications

M Xu, V Calhoun, R Jiang, W Yan, J Sui - Journal of neuroscience methods, 2021 - Elsevier
Autism spectrum disorder (ASD) is a neurodevelopmental condition with early childhood
onset and high heterogeneity. As the pathogenesis is still elusive, ASD diagnosis is …