Combining Deep Learning and Graph-Theoretic Brain Features to Detect Posttraumatic Stress Disorder at the Individual Level

Alterations in hippocampal subfield and amygdala subregion volumes in posttraumatic subjects with and without posttraumatic stress disorder

(2021) Lianqing Zhang et al.   HUMAN BRAIN MAPPING

Regional and experiential differences in surgeon preference for the treatment of cervical facet injuries: a case study survey with the AO Spine Cervical Classification Validation Group

(2020) Jose A. Canseco et al.   EUROPEAN SPINE JOURNAL

Diagnostic prediction of autism spectrum disorder using complex network measures in a machine learning framework

(2020) N. Chaitra et al.   Biomedical Signal Processing and Control

Dynamics of Segregation and Integration in Directional Brain Networks: Illustration in Soldiers With PTSD and Neurotrauma

(2019) D. Rangaprakash et al.   Frontiers in Neuroscience

A management algorithm for patients with intracranial pressure monitoring: the Seattle International Severe Traumatic Brain Injury Consensus Conference (SIBICC)

(2019) Gregory W. J. Hawryluk et al.   INTENSIVE CARE MEDICINE

Functional brain network topology in parents who lost their only child in China: Post-traumatic stress disorder and sex effects

(2019) Yifeng Luo et al.   JOURNAL OF AFFECTIVE DISORDERS

Schizophrenic patient identification using graph-theoretic features of resting-state fMRI data

(2018) Rami F. Algunaid et al.   Biomedical Signal Processing and Control

Multi-Site Diagnostic Classification of Schizophrenia Using Discriminant Deep Learning with Functional Connectivity MRI

(2018) Ling-Li Zeng et al.   EBioMedicine

Systematic review with meta-analysis: The association between post-traumatic stress disorder and irritable bowel syndrome

(2018) Qin Xiang Ng et al.   JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY

Dynamic brain connectivity is a better predictor of PTSD than static connectivity

(2017) Changfeng Jin et al.   HUMAN BRAIN MAPPING

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

(2017) Heather Cody Hazlett et al.   NATURE

Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications

(2017) Sandra Vieira et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Resilience and cross-network connectivity: A neural model for post-trauma survival

(2017) Marcella Brunetti et al.   PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY

ABERRANT RESTING-STATE BRAIN ACTIVITY IN POSTTRAUMATIC STRESS DISORDER: A META-ANALYSIS AND SYSTEMATIC REVIEW

(2016) Saskia B. J. Koch et al.   DEPRESSION AND ANXIETY

Multimodal MRI-Based Classification of Trauma Survivors with and without Post-Traumatic Stress Disorder

(2016) Qiongmin Zhang et al.   Frontiers in Neuroscience

Using deep belief network modelling to characterize differences in brain morphometry in schizophrenia

(2016) Walter H. L. Pinaya et al.   Scientific Reports

Brain Network Disturbance Related to Posttraumatic Stress and Traumatic Brain Injury in Veterans

(2015) Jeffrey M. Spielberg et al.   BIOLOGICAL PSYCHIATRY

Disrupted brain network topology in pediatric posttraumatic stress disorder: A resting-state fMRI study

(2015) Xueling Suo et al.   HUMAN BRAIN MAPPING

Early identification of posttraumatic stress following military deployment: Application of machine learning methods to a prospective study of Danish soldiers

(2015) Karen-Inge Karstoft et al.   JOURNAL OF AFFECTIVE DISORDERS

Disrupted Functional Brain Connectome in Patients with Posttraumatic Stress Disorder

(2015) Du Lei et al.   RADIOLOGY

Aberrant Brain Network Efficiency in Parkinson’s Disease Patients with Tremor: A Multi-Modality Study

(2015) Delong Zhang et al.   Frontiers in Aging Neuroscience

Characterization of Post-traumatic Stress Disorder Using Resting-State fMRI with a Multi-level Parametric Classification Approach

(2014) Feng Liu et al.   BRAIN TOPOGRAPHY

Quantitative forecasting of PTSD from early trauma responses: A Machine Learning application

(2014) Isaac R. Galatzer-Levy et al.   JOURNAL OF PSYCHIATRIC RESEARCH

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

(2014) Heung-Il Suk et al.   NEUROIMAGE

Grey matter reduction associated with posttraumatic stress disorder and traumatic stress

(2014) Lei Li et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Mental Health Consequences of Disasters

(2013) Emily Goldmann et al.   Annual Review of Public Health

A Systematic Review of PTSD Prevalence and Trajectories in DSM-5 Defined Trauma Exposed Populations: Intentional and Non-Intentional Traumatic Events

(2013) Patcho N. Santiago et al.   PLoS One

Machine learning classifier using abnormal brain network topological metrics in major depressive disorder

(2012) Hao Guo et al.   NEUROREPORT

Disrupted Brain Connectivity Networks in Drug-Naive, First-Episode Major Depressive Disorder

(2011) Junran Zhang et al.   BIOLOGICAL PSYCHIATRY

Test–retest reliability of resting-state connectivity network characteristics using fMRI and graph theoretical measures

(2011) Urs Braun et al.   NEUROIMAGE

Network-based statistic: Identifying differences in brain networks

(2010) Andrew Zalesky et al.   NEUROIMAGE

Prediction of Individual Brain Maturity Using fMRI

(2010) Nico U. F. Dosenbach et al.   SCIENCE

Complex brain networks: graph theoretical analysis of structural and functional systems

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

High-field MRI reveals an acute impact on brain function in survivors of the magnitude 8.0 earthquake in China

(2009) S. Lui et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The default mode network and self-referential processes in depression

(2009) Yvette I. Sheline et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Modalities, Modes, and Models in Functional Neuroimaging

(2009) K. J. Friston   SCIENCE

Graph theoretical analysis of magnetoencephalographic functional connectivity in Alzheimer's disease

(2008) C. J. Stam et al.   BRAIN

Parcellation-dependent small-world brain functional networks: A resting-state fMRI study

(2008) Jinhui Wang et al.   HUMAN BRAIN MAPPING

Small-world and scale-free organization of voxel-based resting-state functional connectivity in the human brain

(2008) M.P. van den Heuvel et al.   NEUROIMAGE