A review of machine learning methods of feature selection and classification for autism spectrum disorder
Autism Spectrum Disorder (ASD), according to DSM-5 in the American Psychiatric
Association, is a neurodevelopmental disorder that includes deficits of social communication …
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
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 …
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 …
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
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 …
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 …
functions (EFs), which is contributing significantly to individuals with ASD's difficulties in …
Genesis, modelling and methodological remedies to autism heterogeneity
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 …
larger population, paralleled by increasing, but variable, estimates of autism prevalence …
Toward neurosubtypes in autism
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 …
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
Background Autism spectrum disorder (“autism”) is a highly heterogeneous
neurodevelopmental condition with few effective treatments for core and associated …
neurodevelopmental condition with few effective treatments for core and associated …
Resting state EEG power spectrum and functional connectivity in autism: a cross-sectional analysis
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 …
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
Brain imaging research enjoys increasing adoption of supervised machine learning for
single-participant disease classification. Yet, the success of these algorithms likely depends …
single-participant disease classification. Yet, the success of these algorithms likely depends …