Multi-site clustering and nested feature extraction for identifying autism spectrum disorder with resting-state fMRI

Modeling dynamic characteristics of brain functional connectivity networks using resting-state functional MRI

(2021) Mingliang Wang et al.   MEDICAL IMAGE ANALYSIS

Schizophrenia Identification Using Multi-View Graph Measures of Functional Brain Networks

(2020) Yizhen Xiang et al.   Frontiers in Bioengineering and Biotechnology

High-Resolution Oscillating Steady-State fMRI Using Patch-Tensor Low-Rank Reconstruction

(2020) Shouchang Guo et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Applications of machine learning in addiction studies: A systematic review

(2019) Kwok Kei Mak et al.   PSYCHIATRY RESEARCH

Classifying ASD children with LSTM based on raw videos

(2019) Jing Li et al.   NEUROCOMPUTING

Ensemble learning with 3D convolutional neural networks for functional connectome-based prediction

(2019) Meenakshi Khosla et al.   NEUROIMAGE

Identifying Autism Spectrum Disorder With Multi-Site fMRI via Low-Rank Domain Adaptation

(2019) Mingliang Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Joint functional brain network atlas estimation and feature selection for neurological disorder diagnosis with application to autism

(2019) Islem Mhiri et al.   MEDICAL IMAGE ANALYSIS

Spatial-Temporal Dependency Modeling and Network Hub Detection for Functional MRI Analysis via Convolutional-Recurrent Network

(2019) Mingliang Wang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

The Diagnosis of Autism Spectrum Disorder Based on the Random Neural Network Cluster

(2018) Xia-an Bi et al.   Frontiers in Human Neuroscience

Integration of temporal and spatial properties of dynamic connectivity networks for automatic diagnosis of brain disease

(2018) Biao Jie et al.   MEDICAL IMAGE ANALYSIS

Subtyping cognitive profiles in Autism Spectrum Disorder using a Functional Random Forest algorithm

(2018) E. Feczko et al.   NEUROIMAGE

Metric learning with spectral graph convolutions on brain connectivity networks

(2018) Sofia Ira Ktena et al.   NEUROIMAGE

SIMLR: A Tool for Large-Scale Genomic Analyses by Multi-Kernel Learning

(2018) Bo Wang et al.   PROTEOMICS

Identification of autism spectrum disorder using deep learning and the ABIDE dataset

(2018) Anibal Sólon Heinsfeld et al.   NeuroImage-Clinical

The Triple Network Model, Insight, and Large-Scale Brain Organization in Autism

(2018) Vinod Menon   BIOLOGICAL PSYCHIATRY

A Novel Transfer Learning Approach to Enhance Deep Neural Network Classification of Brain Functional Connectomes

(2018) Hailong Li et al.   Frontiers in Neuroscience

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

(2017) Heather Cody Hazlett et al.   NATURE

Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example

(2017) Alexandre Abraham et al.   NEUROIMAGE

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

(2017) Xinyu Guo et al.   Frontiers in Neuroscience

Diagnosis of Autism Spectrum Disorders Using Temporally Distinct Resting-State Functional Connectivity Networks

(2016) Chong-Yaw Wee et al.   CNS Neuroscience & Therapeutics

Salience Network Connectivity in Autism Is Related to Brain and Behavioral Markers of Sensory Overresponsivity

(2016) Shulamite A. Green et al.   JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY

Auto-encoder based dimensionality reduction

(2016) Yasi Wang et al.   NEUROCOMPUTING

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

Feature selection and analysis on correlated gas sensor data with recursive feature elimination

(2015) Ke Yan et al.   SENSORS AND ACTUATORS B-CHEMICAL

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

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

(2015) Shuo Chen et al.   Frontiers in Neuroscience

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

(2015) Sebastian Bach et al.   PLoS One

The Cerebellum, Sensitive Periods, and Autism

(2014) Samuel S.-H. Wang et al.   NEURON

Multisite functional connectivity MRI classification of autism: ABIDE results

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

Dysmaturation of the default mode network in autism

(2013) Stuart D. Washington et al.   HUMAN BRAIN MAPPING

Integration of Network Topological and Connectivity Properties for Neuroimaging Classification

(2013) Biao Jie et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

Identification of MCI individuals using structural and functional connectivity networks

(2011) Chong-Yaw Wee et al.   NEUROIMAGE

A systematic review and meta-analysis of the fMRI investigation of autism spectrum disorders

(2011) Ruth C.M. Philip et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Automatic Bayesian Classification of Healthy Controls, Bipolar Disorder, and Schizophrenia Using Intrinsic Connectivity Maps From fMRI Data

(2010) J I Arribas et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Describing the Brain in Autism in Five Dimensions--Magnetic Resonance Imaging-Assisted Diagnosis of Autism Spectrum Disorder Using a Multiparameter Classification Approach

(2010) C. Ecker et al.   JOURNAL OF NEUROSCIENCE

Quantitative analysis of hemodynamic and metabolic changes in subcortical vascular dementia using simultaneous near-infrared spectroscopy and fMRI measurements

(2010) Sungho Tak et al.   NEUROIMAGE

fMRI evidence of neural abnormalities in the subcortical face processing system in ASD

(2010) Natalia M. Kleinhans et al.   NEUROIMAGE

Dimensionality Reduction in Control and Coordination of the Human Hand

(2009) Ramana Vinjamuri et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Abnormalities of intrinsic functional connectivity in autism spectrum disorders,

(2009) Christopher S. Monk et al.   NEUROIMAGE

Neuroanatomy of autism

(2008) David G. Amaral et al.   TRENDS IN NEUROSCIENCES