Big data approaches to decomposing heterogeneity across the autism spectrum
Autism is a diagnostic label based on behavior. While the diagnostic criteria attempt to
maximize clinical consensus, it also masks a wide degree of heterogeneity between and …
maximize clinical consensus, it also masks a wide degree of heterogeneity between and …
Modern views of machine learning for precision psychiatry
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 …
the advent of functional neuroimaging, novel technologies and methods provide new …
A pivotal response treatment package for children with autism spectrum disorder: An RCT
OBJECTIVES: Our aim was to conduct a randomized controlled trial to evaluate a pivotal
response treatment package (PRT-P) consisting of parent training and clinician-delivered in …
response treatment package (PRT-P) consisting of parent training and clinician-delivered in …
Making individual prognoses in psychiatry using neuroimaging and machine learning
Psychiatric prognosis is a difficult problem. Making a prognosis requires looking far into the
future, as opposed to making a diagnosis, which is concerned with the current state. During …
future, as opposed to making a diagnosis, which is concerned with the current state. During …
Quantifying performance of machine learning methods for neuroimaging data
Abstract Machine learning is increasingly being applied to neuroimaging data. However,
most machine learning algorithms have not been designed to accommodate neuroimaging …
most machine learning algorithms have not been designed to accommodate neuroimaging …
[图书][B] Encyclopedia of autism spectrum disorders
FR Volkmar - 2021 - Springer
FR Volkmar (ed.), Encyclopedia of Autism Spectrum Disorders, https://doi. org/10.1007/978-
3-319-91280-6 home that may be poisonous. Both at home and school, the Poison Control …
3-319-91280-6 home that may be poisonous. Both at home and school, the Poison Control …
Neurodiversity
N Chown - Encyclopedia of Autism Spectrum Disorders, 2021 - Springer
A narrative assessment is the analysis of a story told by an individual to assess language
and communication. A narrative can be used to measure pragmatic language use because it …
and communication. A narrative can be used to measure pragmatic language use because it …
Graph neural network for interpreting task-fmri biomarkers
Finding the biomarkers associated with ASD is helpful for understanding the underlying
roots of the disorder and can lead to earlier diagnosis and more targeted treatment. A …
roots of the disorder and can lead to earlier diagnosis and more targeted treatment. A …
Pooling regularized graph neural network for fmri biomarker analysis
Understanding how certain brain regions relate to a specific neurological disorder has been
an important area of neuroimaging research. A promising approach to identify the salient …
an important area of neuroimaging research. A promising approach to identify the salient …
The locus coeruleus–norepinephrine system as pacemaker of attention–a developmental mechanism of derailed attentional function in autism spectrum disorder
Children with autism spectrum disorder (ASD) exhibit diminished visual engagement to
environmental stimuli. Aberrant attentional function provides an explanation by reduced …
environmental stimuli. Aberrant attentional function provides an explanation by reduced …