Modern views of machine learning for precision psychiatry

ZS Chen, IR Galatzer-Levy, B Bigio, C Nasca, Y Zhang - Patterns, 2022 - cell.com
In light of the National Institute of Mental Health (NIMH)'s Research Domain Criteria (RDoC),
the advent of functional neuroimaging, novel technologies and methods provide new …

Risk factors for unhealthy weight gain and obesity among children with autism spectrum disorder

KK Dhaliwal, CE Orsso, C Richard, AM Haqq… - International journal of …, 2019 - mdpi.com
Autism Spectrum Disorder (ASD) is a developmental disorder characterized by social and
communication deficits and repetitive behaviors. Children with ASD are also at a higher risk …

Patients with autism spectrum disorders display reproducible functional connectivity alterations

Š Holiga, JF Hipp, CH Chatham, P Garces… - Science Translational …, 2019 - science.org
Despite the high clinical burden, little is known about pathophysiology underlying autism
spectrum disorder (ASD). Recent resting-state functional magnetic resonance imaging (rs …

Structural, functional, and molecular imaging of autism spectrum disorder

X Li, K Zhang, X He, J Zhou, C Jin, L Shen, Y Gao… - Neuroscience …, 2021 - Springer
Autism spectrum disorder (ASD) is a heterogeneous neurodevelopmental disorder
associated with both genetic and environmental risks. Neuroimaging approaches have been …

Reduced amygdala–prefrontal functional connectivity in children with autism spectrum disorder and co-occurring disruptive behavior

K Ibrahim, JA Eilbott, P Ventola, G He… - Biological psychiatry …, 2019 - Elsevier
Background Disruptive behaviors are prevalent in children with autism spectrum disorder
(ASD) and often cause substantial impairments. However, the underlying neural …

Sex differences in functional connectivity of the salience, default mode, and central executive networks in youth with ASD

KE Lawrence, LM Hernandez, HC Bowman… - Cerebral …, 2020 - academic.oup.com
Autism spectrum disorder (ASD) is associated with the altered functional connectivity of 3
neurocognitive networks that are hypothesized to be central to the symptomatology of ASD …

Transient states of network connectivity are atypical in autism: A dynamic functional connectivity study

LE Mash, AC Linke, LA Olson, I Fishman… - Human brain …, 2019 - Wiley Online Library
There is ample evidence of atypical functional connectivity (FC) in autism spectrum
disorders (ASDs). However, transient relationships between neural networks cannot be …

Relations between sensory responsiveness and features of autism in children

JI Feldman, M Cassidy, Y Liu, AV Kirby, MT Wallace… - Brain Sciences, 2020 - mdpi.com
Autism is a neurodevelopmental condition defined by differences in social communication
and by the presence of restricted and repetitive patterns of behavior, interests, and activities …

Functional brain network alterations in the co-occurrence of autism spectrum disorder and attention deficit hyperactivity disorder

Q Lin, Y Shi, H Huang, B Jiao, C Kuang, J Chen… - European Child & …, 2024 - Springer
Autism spectrum disorder (ASD) and attention deficit hyperactivity disorder (ADHD) are two
highly prevalent and commonly co-occurring neurodevelopmental disorders. The neural …

Insula-retrosplenial cortex overconnectivity increases internalizing via reduced insight in autism

J Hogeveen, MK Krug, MV Elliott, M Solomon - Biological psychiatry, 2018 - Elsevier
Background Internalizing symptoms like anxiety and depression are common and impairing
in autism spectrum disorder (ASD). Here, we test the hypothesis that aberrant functional …