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

A novel node-level structure embedding and alignment representation of structural networks for brain disease analysis

(2020) Jiashuang Huang et al.   MEDICAL IMAGE ANALYSIS

Improved ASD classification using dynamic functional connectivity and multi-task feature selection

(2020) Jin Liu et al.   PATTERN RECOGNITION LETTERS

Modular preprocessing pipelines can reintroduce artifacts into fMRI data

(2019) Martin A. Lindquist et al.   HUMAN BRAIN MAPPING

Atypical Flexibility in Dynamic Functional Connectivity Quantifies the Severity in Autism Spectrum Disorder

(2019) Vatika Harlalka et al.   Frontiers in Human Neuroscience

ASD-DiagNet: A Hybrid Learning Approach for Detection of Autism Spectrum Disorder Using fMRI Data

(2019) Taban Eslami et al.   Frontiers in Neuroinformatics

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

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

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

Sub-Network Kernels for Measuring Similarity of Brain Connectivity Networks in Disease Diagnosis

(2018) Biao Jie et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

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

(2018) Biao Jie et al.   MEDICAL IMAGE ANALYSIS

Metric learning with spectral graph convolutions on brain connectivity networks

(2018) Sofia Ira Ktena et al.   NEUROIMAGE

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

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

Impaired Odor Perception in Autism Spectrum Disorder Is Associated with Decreased Activity in Olfactory Cortex

(2018) L Koehler et al.   CHEMICAL SENSES

Dynamic functional connectivity analysis reveals decreased variability of the default-mode network in developing autistic brain

(2018) Changchun He et al.   Autism Research

First-year development of modules and hubs in infant brain functional networks

(2018) Xuyun Wen et al.   NEUROIMAGE

Capturing Dynamic Connectivity From Resting State fMRI Using Time-Varying Graphical Lasso

(2018) Biao Cai et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso

(2017) Alexander J. Gibberd et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

The dynamic functional connectome: State-of-the-art and perspectives

(2017) Maria Giulia Preti et al.   NEUROIMAGE

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

(2017) Alexandre Abraham et al.   NEUROIMAGE

Towards a consensus regarding global signal regression for resting state functional connectivity MRI

(2017) Kevin Murphy et al.   NEUROIMAGE

Modeling and interpreting mesoscale network dynamics

(2017) Ankit N. Khambhati et al.   NEUROIMAGE

Methods and Considerations for Dynamic Analysis of Functional MR Imaging Data

(2017) Jingyuan E. Chen et al.   NEUROIMAGING CLINICS OF NORTH AMERICA

Neural, electrophysiological and anatomical basis of brain-network variability and its characteristic changes in mental disorders

(2016) Jie Zhang et al.   BRAIN

Relationship Induced Multi-Template Learning for Diagnosis of Alzheimer’s Disease and Mild Cognitive Impairment

(2016) Mingxia Liu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Sparse temporally dynamic resting-state functional connectivity networks for early MCI identification

(2015) Chong-Yaw Wee et al.   Brain Imaging and Behavior

Autonomic and brain responses associated with empathy deficits in autism spectrum disorder

(2015) Xiaosi Gu et al.   HUMAN BRAIN MAPPING

Reorganization of functionally connected brain subnetworks in high-functioning autism

(2015) Enrico Glerean et al.   HUMAN BRAIN MAPPING

The frequency dimension of fMRI dynamic connectivity: Network connectivity, functional hubs and integration in the resting brain

(2015) William Hedley Thompson et al.   NEUROIMAGE

Assessing dynamic brain graphs of time-varying connectivity in fMRI data: Application to healthy controls and patients with schizophrenia

(2015) Qingbao Yu et al.   NEUROIMAGE

Fused Multiple Graphical Lasso

(2015) Sen Yang et al.   SIAM JOURNAL ON OPTIMIZATION

Modern network science of neurological disorders

(2014) Cornelis J. Stam   NATURE REVIEWS NEUROSCIENCE

Estimating time-varying brain connectivity networks from functional MRI time series

(2014) Ricardo Pio Monti et al.   NEUROIMAGE

Integration of Network Topological and Connectivity Properties for Neuroimaging Classification

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

Representing and Retrieving Video Shots in Human-Centric Brain Imaging Space

(2013) Junwei Han et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

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

Dynamic functional connectivity: Promise, issues, and interpretations

(2013) R. Matthew Hutchison et al.   NEUROIMAGE

Effective Preprocessing Procedures Virtually Eliminate Distance-Dependent Motion Artifacts in Resting State FMRI

(2013) Hang Joon Jo et al.   Journal of Applied Mathematics

The Neuro Bureau Preprocessing Initiative: open sharing of preprocessed neuroimaging data and derivatives

(2013) Craddock Cameron et al.   Frontiers in Neuroinformatics

Functional deficits of the attentional networks in autism

(2012) Jin Fan et al.   Brain and Behavior

Regression shrinkage and selection via the lasso: a retrospective

(2011) Robert Tibshirani   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Identification of MCI individuals using structural and functional connectivity networks

(2011) Chong-Yaw Wee et al.   NEUROIMAGE

Dynamic reconfiguration of human brain networks during learning

(2011) D. S. Bassett et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Abnormalities of intrinsic functional connectivity in autism spectrum disorders,

(2009) Christopher S. Monk et al.   NEUROIMAGE