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 …

Resting-state functional connectivity in autism spectrum disorders: a review

JV Hull, LB Dokovna, ZJ Jacokes… - Frontiers in …, 2017 - frontiersin.org
Ongoing debate exists within the resting-state functional MRI (fMRI) literature over how
intrinsic connectivity is altered in the autistic brain, with reports of general over-connectivity …

Shifting gradients of macroscale cortical organization mark the transition from childhood to adolescence

HM Dong, DS Margulies, XN Zuo… - Proceedings of the …, 2021 - National Acad Sciences
The transition from childhood to adolescence is marked by pronounced shifts in brain
structure and function that coincide with the development of physical, cognitive, and social …

[HTML][HTML] The development of theta and alpha neural oscillations from ages 3 to 24 years

D Cellier, J Riddle, I Petersen, K Hwang - Developmental cognitive …, 2021 - Elsevier
Intrinsic, unconstrained neural activity exhibits rich spatial, temporal, and spectral
organization that undergoes continuous refinement from childhood through adolescence …

[PDF][PDF] Sleep and the price of plasticity: from synaptic and cellular homeostasis to memory consolidation and integration

G Tononi, C Cirelli - Neuron, 2014 - cell.com
Sleep is universal, tightly regulated, and its loss impairs cognition. But why does the brain
need to disconnect from the environment for hours every day? The synaptic homeostasis …

Consensus paper: the cerebellum's role in movement and cognition

LF Koziol, D Budding, N Andreasen, S D'Arrigo… - The Cerebellum, 2014 - Springer
While the cerebellum's role in motor function is well recognized, the nature of its concurrent
role in cognitive function remains considerably less clear. The current consensus paper …

[HTML][HTML] The role of nutrition in children's neurocognitive development, from pregnancy through childhood

A Nyaradi, J Li, S Hickling, J Foster… - Frontiers in human …, 2013 - frontiersin.org
This review examines the current evidence for a possible connection between nutritional
intake (including micronutrients and whole diet) and neurocognitive development in …

Salience network–based classification and prediction of symptom severity in children with autism

LQ Uddin, K Supekar, CJ Lynch, A Khouzam… - JAMA …, 2013 - jamanetwork.com
Importance Autism spectrum disorder (ASD) affects 1 in 88 children and is characterized by
a complex phenotype, including social, communicative, and sensorimotor deficits. Autism …

Sleep, cognition, and behavioral problems in school-age children: a century of research meta-analyzed.

RG Astill, KB Van der Heijden… - Psychological …, 2012 - psycnet.apa.org
Clear associations of sleep, cognitive performance, and behavioral problems have been
demonstrated in meta-analyses of studies in adults. This meta-analysis is the first to …

[HTML][HTML] Reconceptualizing functional brain connectivity in autism from a developmental perspective

LQ Uddin, K Supekar, V Menon - Frontiers in human neuroscience, 2013 - frontiersin.org
While there is almost universal agreement amongst researchers that autism is associated
with alterations in brain connectivity, the precise nature of these alterations continues to be …