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

Early brain development in infants at high risk for autism spectrum disorder

(2017) Heather Cody Hazlett et al.   NATURE

Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia

(2016) Junghoe Kim et al.   NEUROIMAGE

A small number of abnormal brain connections predicts adult autism spectrum disorder

(2016) Noriaki Yahata et al.   Nature Communications

Translating state-of-the-art spinal cord MRI techniques to clinical use: A systematic review of clinical studies utilizing DTI, MT, MWF, MRS, and fMRI

(2016) Allan R. Martin et al.   NeuroImage-Clinical

Atypical functional brain connectivity during rest in autism spectrum disorders

(2015) Krissy A. R. Doyle-Thomas et al.   ANNALS OF NEUROLOGY

Resting state functional magnetic resonance imaging and neural network classified autism and control

(2015) Tetsuya Iidaka   CORTEX

Multimodal Deep Autoencoder for Human Pose Recovery

(2015) Chaoqun Hong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Heterogeneous Feature Selection With Multi-Modal Deep Neural Networks and Sparse Group LASSO

(2015) Lei Zhao et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Sex Differences in the Default Mode Network with Regard to Autism Spectrum Traits: A Resting State fMRI Study

(2015) Minyoung Jung et al.   PLoS One

Age-related changes in intrinsic function of the superior temporal sulcus in autism spectrum disorders

(2015) Kaat Alaerts et al.   Social Cognitive and Affective Neuroscience

Increased Functional Connectivity Between Subcortical and Cortical Resting-State Networks in Autism Spectrum Disorder

(2015) Leonardo Cerliani et al.   JAMA Psychiatry

Alterations of local spontaneous brain activity and connectivity in adults with high-functioning autism spectrum disorder

(2015) Takashi Itahashi et al.   Molecular Autism

Altered resting perfusion and functional connectivity of default mode network in youth with autism spectrum disorder

(2015) Kay Jann et al.   Brain and Behavior

An empirical Bayes normalization method for connectivity metrics in resting state fMRI

(2015) Shuo Chen et al.   Frontiers in Neuroscience

Diagnostic classification of intrinsic functional connectivity highlights somatosensory, default mode, and visual regions in autism

(2015) Colleen P. Chen et al.   NeuroImage-Clinical

Altered functional connectivity in preclinical dementia

(2014) Alex Chase   Nature Reviews Neurology

Restricted Boltzmann machines for neuroimaging: An application in identifying intrinsic networks

(2014) R. Devon Hjelm et al.   NEUROIMAGE

Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis

(2014) Heung-Il Suk et al.   NEUROIMAGE

Altered Network Topologies and Hub Organization in Adults with Autism: A Resting-State fMRI Study

(2014) Takashi Itahashi et al.   PLoS One

Developmental differences in higher-order resting-state networks in Autism Spectrum Disorder

(2014) Dienke J. Bos et al.   NeuroImage-Clinical

Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

(2013) Heung-Il Suk et al.   Brain Structure & Function

Largely Typical Patterns of Resting-State Functional Connectivity in High-Functioning Adults with Autism

(2013) J. M. Tyszka et al.   CEREBRAL CORTEX

Resting state fMRI reveals a default mode dissociation between retrosplenial and medial prefrontal subnetworks in ASD despite motion scrubbing

(2013) Tuomo Starck et al.   Frontiers in Human Neuroscience

Multisite functional connectivity MRI classification of autism: ABIDE results

(2013) Jared A. Nielsen et al.   Frontiers in Human Neuroscience

Identification of neural connectivity signatures of autism using machine learning

(2013) Gopikrishna Deshpande et al.   Frontiers in Human Neuroscience

Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data

(2013) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Functional Connectivity and Brain Networks in Schizophrenia

(2013) M.-E. Lynall et al.   JOURNAL OF NEUROSCIENCE

The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism

(2013) A Di Martino et al.   MOLECULAR PSYCHIATRY

A comprehensive assessment of regional variation in the impact of head micromovements on functional connectomics

(2013) Chao-Gan Yan et al.   NEUROIMAGE

Abnormal cingulum bundle development in autism: A probabilistic tractography study

(2013) Toshikazu Ikuta et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Local Functional Overconnectivity in Posterior Brain Regions Is Associated with Symptom Severity in Autism Spectrum Disorders

(2013) Christopher Lee Keown et al.   Cell Reports

Brain Hyperconnectivity in Children with Autism and its Links to Social Deficits

(2013) Kaustubh Supekar et al.   Cell Reports

Salience Network–Based Classification and Prediction of Symptom Severity in Children With Autism

(2013) Lucina Q. Uddin et al.   JAMA Psychiatry

An improved framework for confound regression and filtering for control of motion artifact in the preprocessing of resting-state functional connectivity data

(2012) Theodore D. Satterthwaite et al.   NEUROIMAGE

Sharing Heterogeneous Data: The National Database for Autism Research

(2012) Dan Hall et al.   NEUROINFORMATICS

Attention-deficit/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) in adult psychiatry. A 20-year register study

(2012) Lena Nylander et al.   NORDIC JOURNAL OF PSYCHIATRY

Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion

(2011) Jonathan D. Power et al.   NEUROIMAGE

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

(2010) Jillian Lee Wiggins et al.   BRAIN RESEARCH

Saliency, switching, attention and control: a network model of insula function

(2010) Vinod Menon et al.   Brain Structure & Function

Abnormal functional connectivity of default mode sub-networks in autism spectrum disorder patients

(2010) Michal Assaf et al.   NEUROIMAGE

Abnormalities of intrinsic functional connectivity in autism spectrum disorders,

(2009) Christopher S. Monk et al.   NEUROIMAGE

The anterior insula in autism: Under-connected and under-examined

(2009) Lucina Q. Uddin et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS