[HTML][HTML] A review of machine learning methods of feature selection and classification for autism spectrum disorder

MM Rahman, OL Usman, RC Muniyandi, S Sahran… - Brain sciences, 2020 - mdpi.com
Autism Spectrum Disorder (ASD), according to DSM-5 in the American Psychiatric
Association, is a neurodevelopmental disorder that includes deficits of social communication …

[HTML][HTML] Validation strategies for subtypes in psychiatry: A systematic review of research on autism spectrum disorder

JAA van Rentergem, MK Deserno, HM Geurts - Clinical Psychology …, 2021 - Elsevier
Heterogeneity within autism spectrum disorder (ASD) is recognized as a challenge to both
biological and psychological research, as well as clinical practice. To reduce unexplained …

A radical change in our autism research strategy is needed: Back to prototypes

L Mottron - Autism Research, 2021 - Wiley Online Library
The evolution of autism diagnosis, from its discovery to its current delineation using
standardized instruments, has been paralleled by a steady increase in its prevalence and …

Interpersonal attunement in social interactions: from collective psychophysiology to inter-personalized psychiatry and beyond

D Bolis, G Dumas, L Schilbach - … Transactions of the …, 2023 - royalsocietypublishing.org
In this article, we analyse social interactions, drawing on diverse points of views, ranging
from dialectics, second-person neuroscience and enactivism to dynamical systems, active …

[HTML][HTML] Effects of cognitive training programs on executive function in children and adolescents with autism spectrum disorder: a systematic review

A Pasqualotto, N Mazzoni, A Bentenuto, A Mule… - Brain sciences, 2021 - mdpi.com
Background. Autism Spectrum Disorder is often associated with deficits in executive
functions (EFs), which is contributing significantly to individuals with ASD's difficulties in …

Toward neurosubtypes in autism

SJ Hong, JT Vogelstein, A Gozzi, BC Bernhardt… - Biological …, 2020 - Elsevier
There is a consensus that substantial heterogeneity underlies the neurobiology of autism
spectrum disorder (ASD). As such, it has become increasingly clear that a dissection of …

[HTML][HTML] Resting state EEG power spectrum and functional connectivity in autism: a cross-sectional analysis

P Garcés, S Baumeister, L Mason, CH Chatham… - Molecular autism, 2022 - Springer
Background Understanding the development of the neuronal circuitry underlying autism
spectrum disorder (ASD) is critical to shed light into its etiology and for the development of …

[HTML][HTML] Atypical brain asymmetry in autism—a candidate for clinically meaningful stratification

DL Floris, T Wolfers, M Zabihi, NE Holz… - Biological Psychiatry …, 2021 - Elsevier
Background Autism spectrum disorder (“autism”) is a highly heterogeneous
neurodevelopmental condition with few effective treatments for core and associated …

Annual Research Review: Translational machine learning for child and adolescent psychiatry

D Dwyer, N Koutsouleris - Journal of Child Psychology and …, 2022 - Wiley Online Library
Children and adolescents could benefit from the use of predictive tools that facilitate
personalized diagnoses, prognoses, and treatment selection. Such tools have not yet been …

Symptom dimensions of resting-state electroencephalographic functional connectivity in autism

X Tong, H Xie, GA Fonzo, K Zhao… - Nature Mental …, 2024 - nature.com
Autism spectrum disorder (ASD) is a common neurodevelopmental disorder characterized
by social and communication deficits (SCDs), restricted and repetitive behaviors (RRBs) and …