Supervised machine learning for diagnostic classification from large-scale neuroimaging datasets

P Lanka, D Rangaprakash, MN Dretsch, JS Katz… - Brain imaging and …, 2020 - Springer
There are growing concerns about the generalizability of machine learning classifiers in
neuroimaging. In order to evaluate this aspect across relatively large heterogeneous …

[HTML][HTML] Reconciling dimensional and categorical models of autism heterogeneity: a brain connectomics and behavioral study

S Tang, N Sun, DL Floris, X Zhang, A Di Martino… - Biological …, 2020 - Elsevier
Background Heterogeneity in autism spectrum disorder (ASD) has hindered the
development of biomarkers, thus motivating subtyping efforts. Most subtyping studies divide …

Multivariate searchlight classification of structural magnetic resonance imaging in children and adolescents with autism

LQ Uddin, V Menon, CB Young, S Ryali, T Chen… - Biological …, 2011 - Elsevier
BACKGROUND: Autism spectrum disorders (ASD) are neurodevelopmental disorders with a
prevalence of nearly 1: 100. Structural imaging studies point to disruptions in multiple brain …

Alterations in connectome dynamics in autism spectrum disorder: a harmonized mega-and meta-analysis study using the autism brain imaging data exchange dataset

Y Xie, Z Xu, M Xia, J Liu, X Shou, Z Cui, X Liao, Y He - Biological Psychiatry, 2022 - Elsevier
Background Neuroimaging studies have reported functional connectome aberrancies in
autism spectrum disorder (ASD). However, the time-varying patterns of connectome …

Funktionelle MRT in psychiatrie und neurologie

F Schneider, GR Fink - 2013 - Springer
Dieses Buch beschäftigt sich mit den Beiträgen der funktionellen Kernspintomographie
(fMRT) zur psychiatrisch und neurologisch orientierten Grundlagenforschung. Es zeigt die …

Reduced symptoms of inattention after dietary omega-3 fatty acid supplementation in boys with and without attention deficit/hyperactivity disorder

DJ Bos, B Oranje, ES Veerhoek… - …, 2015 - nature.com
Attention deficit/hyperactivity disorder (ADHD) is one of the most common child psychiatric
disorders, and is often treated with stimulant medication. Nonpharmacological treatments …

Connectivity alterations in autism reflect functional idiosyncrasy

O Benkarim, C Paquola, B Park, SJ Hong… - Communications …, 2021 - nature.com
Autism spectrum disorder (ASD) is commonly understood as an alteration of brain networks,
yet case-control analyses against typically-developing controls (TD) have yielded …

Dynamic functional connectivity reveals abnormal variability and hyper‐connected pattern in autism spectrum disorder

Y Li, Y Zhu, BA Nguchu, Y Wang, H Wang… - Autism …, 2020 - Wiley Online Library
Autism spectrum disorder (ASD) is a general neurodevelopmental disorder associated with
altered brain connectivity. However, most connectivity analyses in ASD focus on static …

Schizophrenia and autism as contrasting minds: neural evidence for the hypo-hyper-intentionality hypothesis

A Ciaramidaro, S Bölte, S Schlitt, D Hainz… - Schizophrenia …, 2015 - academic.oup.com
Both schizophrenia (SCZ) and autism spectrum disorder (ASD) are characterized by
mentalizing problems and associated neural dysfunction of the social brain. However, the …

[HTML][HTML] Abnormal brain synchrony in Down syndrome

JS Anderson, JA Nielsen, MA Ferguson… - NeuroImage: Clinical, 2013 - Elsevier
Down Syndrome is the most common genetic cause for intellectual disability, yet the
pathophysiology of cognitive impairment in Down Syndrome is unknown. We compared …