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 …

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 …

Genesis, modelling and methodological remedies to autism heterogeneity

J Rabot, EM Rødgaard, R Joober, G Dumas… - Neuroscience & …, 2023 - Elsevier
Diagnostic criteria used in autism research have undergone a shift towards the inclusion of a
larger population, paralleled by increasing, but variable, estimates of autism prevalence …

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] 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 …

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 …

Population heterogeneity in clinical cohorts affects the predictive accuracy of brain imaging

O Benkarim, C Paquola, B Park, V Kebets, SJ Hong… - PLoS …, 2022 - journals.plos.org
Brain imaging research enjoys increasing adoption of supervised machine learning for
single-participant disease classification. Yet, the success of these algorithms likely depends …