Using a self-organizing map algorithm to detect age-related changes in functional connectivity during rest in autism spectrum disorders.

No abstract is available for this paper.

• Publication year

  2011

• Venue

  Brain Research

• Publication date

  2011-03-22

• Fields of study

  Medicine, Psychology

• Identifiers
  DOI 10.1016/j.brainres.2010.10.102PMID 21047495PMCID PMC3050117
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Contemporary Intellectual Assessment: Theories, Tests, and Issues

  2013cited by this paper
• Diagnostic and Statistical Manual of Mental Disorders

  2013cited by this paper
• Neural activation to emotional faces in adolescents with autism spectrum disorders.

  2011cited by this paper
• Neural circuitry of emotional face processing in autism spectrum disorders.

  2010cited by this paper
• Dissociable connectivity within human angular gyrus and intraparietal sulcus: evidence from functional and structural connectivity.

  2010cited by this paper
• Alterations of resting state functional connectivity in the default network in adolescents with autism spectrum disorders.

  2010cited by this paper
• Development of functional and structural connectivity within the default mode network in young children

  2010cited by this paper
• Peabody Picture Vocabulary Test

  2010cited by this paper
• Decoupling of the brain's default mode network during deep sleep

  2009cited by this paper
• Experience sampling during fMRI reveals default network and executive system contributions to mind wandering

  2009cited by this paper
• Abnormalities of intrinsic functional connectivity in autism spectrum disorders,

  2009cited by this paper
• Changes in the interaction of resting‐state neural networks from adolescence to adulthood

  2009cited by this paper
• Resting-state functional connectivity reflects structural connectivity in the default mode network.

  2009cited by this paper
• Brain structural and functional abnormalities in mood disorders: implications for neurocircuitry models of depression

  2008cited by this paper
• Abnormal functional connectivity in autism spectrum disorders during face processing.

  2008cited by this paper
• The maturing architecture of the brain's default network

  2008cited by this paper
• Low frequency BOLD fluctuations during resting wakefulness and light sleep: A simultaneous EEG‐fMRI study

  2008cited by this paper
• Diagnostic and Statistical Manual of Mental Disorders

  2008cited by this paper
• The intrinsic functional organization of the brain is altered in autism

  2008cited by this paper
• Persistent default‐mode network connectivity during light sedation

  2008cited by this paper
• Microstructural Organization of the Cingulum Tract and the Level of Default Mode Functional Connectivity

  2008cited by this paper
• The Brain's Default Network

  2008cited by this paper
• Cingulate-precuneus interactions: a new locus of dysfunction in adult attention-deficit/hyperactivity disorder.

  2008cited by this paper
• Aberrant "default mode" functional connectivity in schizophrenia.

  2007cited by this paper
• Resting-state functional connectivity in major depression: abnormally increased contributions from subgenual cingulate cortex and thalamus.

  2007cited by this paper
• Functional and anatomical cortical underconnectivity in autism: evidence from an FMRI study of an executive function task and corpus callosum morphometry.

  2007cited by this paper
• Unrest at rest: Default activity and spontaneous network correlations

  2007cited by this paper
• A default mode of brain function: A brief history of an evolving idea

  2007influential reference
• Intrinsic functional architecture in the anaesthetized monkey brain

  2007influential reference
• Cerebral cortical gray matter overgrowth and functional variation of the serotonin transporter gene in autism.

  2007cited by this paper
• Medication Use Among Children with Autism Spectrum Disorders

  2007cited by this paper
• Autism: the first firm finding = underconnectivity?

  2007cited by this paper
• Serotonergic genes modulate amygdala activity in major depression

  2007cited by this paper
• Association of the functional -1019C/G 5-HT1A polymorphism with prefrontal cortex and amygdala activation measured with 3 T fMRI in panic disorder.

  2006cited by this paper
• Autism from 2 to 9 years of age.

  2006cited by this paper
• Brain work and brain imaging.

  2006cited by this paper
• The human brain is intrinsically organized into dynamic, anticorrelated functional networks.

  2005influential reference
• A susceptibility gene for affective disorders and the response of the human amygdala.

  2005cited by this paper
• Serotonin transporter polymorphism related to amygdala excitability and symptom severity in patients with social phobia.

  2004cited by this paper
• The Amygdala Is Enlarged in Children But Not Adolescents with Autism; the Hippocampus Is Enlarged at All Ages

  2004cited by this paper
• Default-mode network activity distinguishes Alzheimer's disease from healthy aging: Evidence from functional MRI

  2004cited by this paper
• Autism and Abnormal Development of Brain Connectivity

  2004cited by this paper
• Discrete Time Signal Processing

  2004cited by this paper
• An automated method for neuroanatomic and cytoarchitectonic atlas-based interrogation of fMRI data sets

  2003cited by this paper
• Detecting low‐frequency functional connectivity in fMRI using a self‐organizing map (SOM) algorithm

  2003cited by this paper
• Functional connectivity in the resting brain: A network analysis of the default mode hypothesis

  2002influential reference
• Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images

  2002cited by this paper
• Brain structural abnormalities in young children with autism spectrum disorder

  2002cited by this paper
• Searching for a baseline: Functional imaging and the resting human brain

  2001cited by this paper
• Spiral‐in/out BOLD fMRI for increased SNR and reduced susceptibility artifacts

  2001cited by this paper
• PSYCHOMETRIC PROPERTIES OF A NORWEGIAN RESEARCH VERSION OF THE 'WECHSLER ABBREVIATED SCALE OF INTELLIGENCE' (WASI)

  2001cited by this paper
• The Autism Diagnostic Observation Schedule—Generic: A Standard Measure of Social and Communication Deficits Associated with the Spectrum of Autism

  2000cited by this paper
• Image‐based method for retrospective correction of physiological motion effects in fMRI: RETROICOR

  2000cited by this paper
• Mapping functionally related regions of brain with functional connectivity MR imaging.

  2000cited by this paper
• Common Blood Flow Changes across Visual Tasks: II. Decreases in Cerebral Cortex

  1997cited by this paper
• Contemporary intellectual assessment : theories, tests, and issues

  1997cited by this paper
• A unified statistical approach for determining significant signals in images of cerebral activation

  1996cited by this paper
• Functional connectivity in the motor cortex of resting human brain using echo‐planar mri

  1995cited by this paper
• Autism Diagnostic Interview-Revised: A revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders

  1994cited by this paper
• See Blockindiscussions, Blockinstats, Blockinand Blockinauthor Blockinprofiles Blockinfor Blockinthis Blockinpublication

  year unknowncited by this paper
• From the Selectedworks of Marcel Adam Just Fmri Investigation of Working Memory for Faces in Autism: Visual Coding and Underconnectivity with Frontal Areas Fmri Investigation of Working Memory for Faces in Autism: Visual Coding and Underconnectivity with Frontal Areas

  year unknowncited by this paper

• Abnormalities in brain complexity in children with autism spectrum disorder: a sleeping state functional MRI study

  2025cites this paper
• Navigating autism detection and guided growth with machine learning

  2025cites this paper
• Positive-definite regularized estimation for high-dimensional covariance on scalar regression.

  2025cites this paper
• Altered Intrinsic Brain Spontaneous Activities in Children With Autism Spectrum Disorder Comorbid ADHD

  2024cites this paper
• Age-related differences in the intrinsic connectivity of the hippocampus and ventral temporal lobe in autistic individuals

  2024cites this paper
• Altered intra- and inter-network connectivity in autism spectrum disorder

  2024cites this paper
• Review of Imaging Autism Spectrum Disorders with Magnetic Resonance Imaging Techniques

  2023cites this paper
• Altered resting-state functional connectivity of the brain in children with autism spectrum disorder

  2023cites this paper
• Different levels of visuospatial abilities linked to differential brain correlates underlying visual mental segmentation processes in autism.

  2023cites this paper
• Differential neural correlates underlying mental rotation processes in two distinct cognitive profiles in autism

  2022cites this paper
• Connectivity-Based Brain Network Supports Restricted and Repetitive Behaviors in Autism Spectrum Disorder Across Development

  2022cites this paper
• Features of the resting-state functional brain network of children with autism spectrum disorder: EEG source-level analysis

  2022cites this paper
• Applications of Unsupervised Machine Learning in Autism Spectrum Disorder Research: a Review

  2022cites this paper
• Cognitive theories of autism based on the interactions between brain functional networks

  2022cites this paper
• Mapping brain functional and structural abnormities in autism spectrum disorder: moving toward precision treatment

  2022influential citation
• Emotion recognition and mind wandering in adults with attention deficit hyperactivity disorder or autism spectrum disorder.

  2020cites this paper
• Discovering Disrupted Connectivities in Neuroimaging Studies: A Meta Analytic Approach

  2020influential citation
• Components of Executive Control in Autism Spectrum Disorder: A Functional Magnetic Resonance Imaging Examination of Dual-Mechanism Accounts.

  2020cites this paper
• A Review of Default Mode Network Connectivity and Its Association With Social Cognition in Adolescents With Autism Spectrum Disorder and Early-Onset Psychosis

  2020influential citation
• Identifying electrophysiological markers of autism spectrum disorder and schizophrenia against a backdrop of normal brain development

  2020cites this paper
• Effects of Overweight or Obesity on Brain Resting State Functional Connectivity of Children with Autism Spectrum Disorder

  2019cites this paper
• Divergent default mode network connectivity during social perception in 22q11.2 deletion syndrome.

  2019cites this paper
• Multivariate graph learning for detecting aberrant connectivity of dynamic brain networks in autism

  2019cites this paper
• Sparse Multiview Task-Centralized Ensemble Learning for ASD Diagnosis Based on Age- and Sex-Related Functional Connectivity Patterns

  2019cites this paper
• Altered Developmental Trajectories in Intrinsic Function between Default, Salience, and Executive Networks in High-Functioning Autism

  2018cites this paper
• Atypical longitudinal development of functional connectivity in adolescents with autism spectrum disorder

  2018cites this paper
• Predicting Autism Spectrum Disorder Using Domain-Adaptive Cross-Site Evaluation

  2018cites this paper
• Using Pattern Classification to Identify Brain Imaging Markers in Autism Spectrum Disorder.

  2018cites this paper
• Alterations in resting state connectivity along the autism trait continuum: a twin study

  2018cites this paper
• Interhemispheric alpha‐band hypoconnectivity in children with autism spectrum disorder

  2018cites this paper
• Title Interhemispheric alpha-band hypoconnectivity in children with autism spectrum disorder

  2018cites this paper
• Biomarkers in Psychiatry

  2018cites this paper
• Sparse Multi-view Task-Centralized Learning for ASD Diagnosis

  2017cites this paper
• Candidate Biomarkers in Children with Autism Spectrum Disorder: A Review of MRI Studies

  2017cites this paper
• Diagnosing Autism Spectrum Disorder from Brain Resting-State Functional Connectivity Patterns Using a Deep Neural Network with a Novel Feature Selection Method

  2017influential citation
• Is functional brain connectivity atypical in autism? A systematic review of EEG and MEG studies

  2017cites this paper
• An altered scaffold for information processing: Cognitive control development in adolescents with autism.

  2017cites this paper
• Age and Gender Effects on Intrinsic Connectivity in Autism Using Functional Integration and Segregation.

  2017cites this paper
• Integration and Segregation of Default Mode Network Resting-State Functional Connectivity in Transition-Age Males with High-Functioning Autism Spectrum Disorder: A Proof-of-Concept Study

  2017influential citation
• Resting-State Functional Connectivity in Autism Spectrum Disorders: A Review

  2017influential citation
• Atypical developmental trajectory of local spontaneous brain activity in autism spectrum disorder

  2017cites this paper
• 自闭症谱系障碍患者异常的大尺度脑网络研究 Atypical Large Scale Brain Network in Autism Spectrum Disorders

  2017cites this paper
• Executive function and functional and structural brain differences in middle‐age adults with autism spectrum disorder

  2017cites this paper
• The Default Mode Network in Autism.

  2017cites this paper
• Screening of autism based on task-free fMRI using graph theoretical approach.

  2017cites this paper
• Distinct Patterns of Cerebral Cortical Thinning in Schizophrenia: A Neuroimaging Data-Driven Approach

  2016cites this paper
• Developmental implications of children’s brain networks and learning

  2016cites this paper
• Functional Connectivity Between the Temporoparietal Cortex and Cerebellum in Autism Spectrum Disorder

  2016cites this paper
• Cortico-Cerebellar Connectivity in Autism Spectrum Disorder: What Do We Know So Far?

  2016cites this paper
• Biomarker-Guided Strategy for Treatment of Autism Spectrum Disorder (ASD).

  2016cites this paper
• Sulforaphane Treatment of Young Men with Autism Spectrum Disorder.

  2016cites this paper
• Computer-Aided Diagnosis in Neuroimaging

  2016cites this paper
• Visual scene perception in the human brain: connections to memory, categorization, and social cognition

  2015cites this paper
• A hybrid approach for personalized service staff recommendation

  2015cites this paper
• Connectivity in Autism: A Review of MRI Connectivity Studies

  2015cites this paper
• Age-related changes in intrinsic function of the superior temporal sulcus in autism spectrum disorders.

  2015influential citation
• Multimodal brain imaging in autism spectrum disorder and the promise of twin research

  2015cites this paper
• Alterations of local spontaneous brain activity and connectivity in adults with high-functioning autism spectrum disorder

  2015cites this paper
• The role of thalamocortical networks in the symptomatology of autism spectrum disorders

  2015cites this paper
• Parcellating connectivity in spatial maps

  2015cites this paper
• Default mode network segregation and social deficits in autism spectrum disorder: Evidence from non-medicated children

  2015cites this paper
• Joint Analysis of Band-Specific Functional Connectivity and Signal Complexity in Autism

  2015cites this paper
• Resting state functional magnetic resonance imaging and neural network classified autism and control.

  2015cites this paper
• Altered development and multifaceted band-specific abnormalities of resting state networks in autism.

  2015cites this paper
• Developmental changes in large-scale network connectivity in autism

  2015influential citation
• Dysmaturation of the default mode network in autism

  2014influential citation
• Developmental Resting State Functional Connectivity for Clinicians

  2014cites this paper
• Sulforaphane treatment of autism spectrum disorder (ASD)

  2014cites this paper
• SOM and MCODE methods of defining functional clusters in MRI of the brain

  2014cites this paper
• Cortical Underconnectivity Hypothesis in Autism: Evidence from Functional Connectivity MRI

  2014cites this paper
• Étude du traitement visuel simple et complexe chez les enfants autistes

  2014cites this paper
• Altered Brain Development: Delay in Emergence of Self-Representation in Children with ASD

  2014cites this paper
• ATTENTION NETWORKS IN AUTISM SPECTRUM DISORDERS: A STUDY USING RESTING STATE FUNCTIONAL CONNECTIVITY AND THE ATTENTION NETWORK TEST

  2014cites this paper
• The Implications of Brain Connectivity in the Neuropsychology of Autism

  2014cites this paper
• Age‐related effect of serotonin transporter genotype on amygdala and prefrontal cortex function in adolescence

  2014cites this paper
• Serotonin transporter genotype impacts amygdala habituation in youth with autism spectrum disorders.

  2014cites this paper
• Connectivity abnormalities in autism spectrum disorder patients: A resting state fMRI study

  2014influential citation
• Functional connectivity‐based parcellation of amygdala using self‐organized mapping: A data driven approach

  2014cites this paper
• A translational neuroscience framework for the development of socioemotional functioning in health and psychopathology

  2013cites this paper
• Clustering of Gene Expression Profiles Applied to Marine Research

  2013cites this paper
• Disrupted cortico-cerebellar connectivity in older adults

  2013cites this paper
• Autism assessment tools in the transition from DSM-IV to DSM-5

  2013cites this paper
• Age related changes in striatal resting state functional connectivity in autism

  2013influential citation
• What Can Psychiatric Disorders Tell Us about Neural Processing of the Self?

  2013influential citation
• Running Head: "5-HTTLPR influences amygdala in autism"

  2013cites this paper
• Multisite functional connectivity MRI classification of autism: ABIDE results

  2013cites this paper
• Resting state FMRI research in child psychiatric disorders

  2013cites this paper
• Atypical modulation of distant functional connectivity by cognitive state in children with Autism Spectrum Disorders

  2013cites this paper
• Functional Connectivity MRI in Autism

  2013cites this paper
• A quantum self-organizing mapping neural network

  2013cites this paper
• The impact of serotonin transporter (5-HTTLPR) genotype on the development of resting-state functional connectivity in children and adolescents: A preliminary report

  2012influential citation
• Brain connectivity and high functioning autism: a promising path of research that needs refined models, methodological convergence, and stronger behavioral links.

  2012cites this paper
• Functional magnetic resonance imaging of autism spectrum disorders

  2012cites this paper
• Resting state cortico-cerebellar functional connectivity networks: a comparison of anatomical and self-organizing map approaches

  2012cites this paper
• The impact of serotonin transporter genotype on default network connectivity in children and adolescents with autism spectrum disorders

  2012influential citation
• Data-Driven Cluster Reinforcement and Visualization in Sparsely-Matched Self-Organizing Maps

  2012cites this paper
• ADOLESCENTS WITH ASD 1 Functional Connectivity in Adolescents with Autism Spectrum Disorders

  2011influential citation
• Update on neuroimaging findings in autism spectrum disorder

  2011cites this paper
• Functional connectivity in adolescents with autism spectrum disorders

  2011cites this paper
• Neuroimage: Clinical Developmental Differences in Higher-order Resting-state Networks in Autism Spectrum Disorder

  year unknowncites this paper