A review of and roadmap for data science and machine learning for the neuropsychiatric phenotype of autism

P Washington, DP Wall - Annual Review of Biomedical Data …, 2023 - annualreviews.org
Autism spectrum disorder (autism) is a neurodevelopmental delay that affects at least 1 in 44
children. Like many neurological disorder phenotypes, the diagnostic features are …

[HTML][HTML] Pre-symptomatic intervention for autism spectrum disorder (ASD): defining a research agenda

R Grzadzinski, D Amso, R Landa, L Watson… - Journal of …, 2021 - Springer
Autism spectrum disorder (ASD) impacts an individual's ability to socialize, communicate,
and interact with, and adapt to, the environment. Over the last two decades, research has …

Eye-tracking–based measurement of social visual engagement compared with expert clinical diagnosis of autism

W Jones, C Klaiman, S Richardson, C Aoki, C Smith… - JAMA, 2023 - jamanetwork.com
Importance In the US, children with signs of autism often experience more than 1 year of
delay before diagnosis and often experience longer delays if they are from racially …

Pre-emptive intervention versus treatment as usual for infants showing early behavioural risk signs of autism spectrum disorder: a single-blind, randomised controlled …

AJO Whitehouse, KJ Varcin, GA Alvares… - The Lancet Child & …, 2019 - thelancet.com
Background Great interest exists in the potential efficacy of prediagnostic interventions
within the autism spectrum disorder prodrome, but available evidence relates to children at …

[HTML][HTML] Eye gaze in autism spectrum disorder: a review of neural evidence for the eye avoidance hypothesis

N Stuart, A Whitehouse, R Palermo, E Bothe… - Journal of Autism and …, 2023 - Springer
Reduced eye contact early in life may play a role in the developmental pathways that
culminate in a diagnosis of autism spectrum disorder. However, there are contradictory …

Music of infant-directed singing entrains infants' social visual behavior

MD Lense, S Shultz, C Astésano… - Proceedings of the …, 2022 - National Acad Sciences
Infant-directed singing is a culturally universal musical phenomenon known to promote the
bonding of infants and caregivers. Entrainment is a widely observed physical phenomenon …

[PDF][PDF] Lost in translation: traversing the complex path from genomics to therapeutics in autism spectrum disorder

N Sestan - Neuron, 2018 - cell.com
Recent progress in the genomics of non-syndromic autism spectrum disorder (nsASD)
highlights rare, large-effect, germline, heterozygous de novo coding mutations. This …

[HTML][HTML] Modern biomarkers for autism spectrum disorder: future directions

AR Jensen, AL Lane, BA Werner, SE McLees… - Molecular Diagnosis & …, 2022 - Springer
Autism spectrum disorder is an increasingly prevalent neurodevelopmental disorder in the
world today, with an estimated 2% of the population being affected in the USA. A major …

[HTML][HTML] On the nature of monozygotic twin concordance and discordance for autistic trait severity: a quantitative analysis

L Castelbaum, CM Sylvester, Y Zhang, Q Yu… - Behavior Genetics, 2020 - Springer
The characterizing features of autism spectrum disorder (ASD) are continuously distributed
in nature; however, prior twin studies have not systematically incorporated this knowledge …

The first six months of life: A systematic review of early markers associated with later autism

DB Cleary, MT Maybery, C Green… - … & Biobehavioral Reviews, 2023 - Elsevier
There is now good evidence that behavioural signs of autism spectrum conditions (autism)
emerge over the first two years of life. Identifying clear developmental differences early in life …