Identification of suicidality in patients with major depressive disorder via dynamic functional network connectivity signatures and machine learning
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Title
Identification of suicidality in patients with major depressive disorder via dynamic functional network connectivity signatures and machine learning
Authors
Keywords
-
Journal
Translational Psychiatry
Volume 12, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2022-09-12
DOI
10.1038/s41398-022-02147-x
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Note: Only part of the references are listed.- Childhood Maltreatment, Stressful Life Events, Cognitive Emotion Regulation Strategies, and Non-suicidal Self-Injury in Adolescents and Young Adults With First-Episode Depressive Disorder: Direct and Indirect Pathways
- (2022) Hong Qian et al. Frontiers in Psychiatry
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- Nonsuicidal self-injury in undergraduate students with major depressive disorder: The role of psychosocial factors
- (2021) Lijun Kang et al. JOURNAL OF AFFECTIVE DISORDERS
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- (2021) Shiwei Lin et al. JOURNAL OF MAGNETIC RESONANCE IMAGING
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- (2021) Xiao Li et al. Frontiers in Human Neuroscience
- Sleep Quality Modulates the Association between Dynamic Functional Network Connectivity and Cognitive Function in Healthy Older Adults
- (2021) Hong-Zhou Xu et al. NEUROSCIENCE
- Altered resting-state functional connectome in major depressive disorder: a mega-analysis from the PsyMRI consortium
- (2021) Nooshin Javaheripour et al. Translational Psychiatry
- Dynamic functional network connectivity associated with post-traumatic stress symptoms in COVID-19 survivors
- (2021) Zening Fu et al. Neurobiology of Stress
- Resting-state functional connectivity of the anterior cingulate cortex in young adults depressed patients with and without suicidal behavior
- (2020) Haitang Qiu et al. BEHAVIOURAL BRAIN RESEARCH
- Reduced serum VGF levels are linked with suicide risk in Chinese Han patients with major depressive disorder
- (2020) Xingxing Li et al. BMC Psychiatry
- Structural Changes in Hippocampal Subfields in Patients with Continuous Remission of Drug-Naive Major Depressive Disorder
- (2020) Asuka Katsuki et al. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
- Automated classification of depression from structural brain measures across two independent community‐based cohorts
- (2020) Aleks Stolicyn et al. HUMAN BRAIN MAPPING
- Transition and Dynamic Reconfiguration of Whole-Brain Network in Major Depressive Disorder
- (2020) Shengpei Wang et al. MOLECULAR NEUROBIOLOGY
- Structural–functional decoupling predicts suicide attempts in bipolar disorder patients with a current major depressive episode
- (2020) Haiteng Jiang et al. NEUROPSYCHOPHARMACOLOGY
- Anomalous intrinsic connectivity within and between visual and auditory networks in major depressive disorder
- (2020) Fengmei Lu et al. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY
- Identification of suicidality in adolescent major depressive disorder patients using sMRI: A machine learning approach.
- (2020) Su Hong et al. JOURNAL OF AFFECTIVE DISORDERS
- Classification of Adolescent Major Depressive Disorder Via Static and Dynamic Connectivity
- (2020) Bhaskar Sen et al. IEEE Journal of Biomedical and Health Informatics
- Abnormal dynamic functional network connectivity in unmedicated bipolar and major depressive disorders based on the triple-network model
- (2019) Junjing Wang et al. PSYCHOLOGICAL MEDICINE
- Reduced default mode network functional connectivity in patients with recurrent major depressive disorder
- (2019) Chao-Gan Yan et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Critical appraisal of major depression with suicidal ideation
- (2019) Maurizio Pompili Annals of General Psychiatry
- Connectome-Based Biomarkers Predict Subclinical Depression and Identify Abnormal Brain Connections With the Lateral Habenula and Thalamus
- (2019) Yunkai Zhu et al. Frontiers in Psychiatry
- Altered dynamic functional connectivity in weakly-connected state in major depressive disorder
- (2019) Zhijun Yao et al. CLINICAL NEUROPHYSIOLOGY
- Functional outcome is tied to dynamic brain states after mild to moderate traumatic brain injury
- (2019) Harm J. Horn et al. HUMAN BRAIN MAPPING
- Alterations in functional brain networks in depressed patients with a suicide attempt history
- (2019) JeYoung Jung et al. NEUROPSYCHOPHARMACOLOGY
- Ensemble Learning for Early‐Response Prediction of Antidepressant Treatment in Major Depressive Disorder
- (2019) Cong Pei et al. JOURNAL OF MAGNETIC RESONANCE IMAGING
- The Role of Depressive Subtypes within the Neuroinflammation Hypothesis of Major Depressive Disorder
- (2018) Marie Woelfer et al. NEUROSCIENCE
- A suicidal mind tends to maintain less negative information in visual working memory
- (2018) Weizhen Xie et al. PSYCHIATRY RESEARCH
- Multivariate Classification of Major Depressive Disorder Using the Effective Connectivity and Functional Connectivity
- (2018) Xiangfei Geng et al. Frontiers in Neuroscience
- Dynamic functional network connectivity discriminates mild traumatic brain injury through machine learning
- (2018) Victor M. Vergara et al. NeuroImage-Clinical
- Aberrant interhemispheric functional connectivity in first-episode, drug-naïve major depressive disorder
- (2018) Hong Yang et al. Brain Imaging and Behavior
- Differential relations of suicidality in depression to brain activation during emotional and executive processing
- (2018) Hui Ai et al. JOURNAL OF PSYCHIATRIC RESEARCH
- Neural representations of the multidimensional self in the cortical midline structures
- (2018) Chunliang Feng et al. NEUROIMAGE
- Aberrant Dynamic Functional Network Connectivity and Graph Properties in Major Depressive Disorder
- (2018) Dongmei Zhi et al. Frontiers in Psychiatry
- Caudothalamic dysfunction in drug-free suicidally depressed patients: an MEG study
- (2018) Mohammad Ridwan Chattun et al. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE
- Personality traits are related with dynamic functional connectivity in major depression disorder: A resting-state analysis
- (2018) Xinran Wu et al. JOURNAL OF AFFECTIVE DISORDERS
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- (2017) Ashkan Faghiri et al. HUMAN BRAIN MAPPING
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- (2017) Seung-Gul Kang et al. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY
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- (2016) Jun Cao et al. JOURNAL OF AFFECTIVE DISORDERS
- Evaluation of sliding window correlation performance for characterizing dynamic functional connectivity and brain states
- (2016) Sadia Shakil et al. NEUROIMAGE
- Depressive Rumination, the Default-Mode Network, and the Dark Matter of Clinical Neuroscience
- (2015) J. Paul Hamilton et al. BIOLOGICAL PSYCHIATRY
- Dynamic Resting-State Functional Connectivity in Major Depression
- (2015) Roselinde H Kaiser et al. NEUROPSYCHOPHARMACOLOGY
- Large-Scale Network Dysfunction in Major Depressive Disorder
- (2015) Roselinde H. Kaiser et al. JAMA Psychiatry
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- (2014) JOURNAL OF PSYCHIATRY & NEUROSCIENCE
- Imbalance of default mode and regulatory networks during externally focused processing in depression
- (2014) Emily L. Belleau et al. Social Cognitive and Affective Neuroscience
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- (2014) Javier Gonzalez-Castillo et al. Frontiers in Neuroscience
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- (2014) E. Damaraju et al. NeuroImage-Clinical
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- (2014) Rajamannar Ramasubbu et al. Frontiers in Psychiatry
- Multivariate classification of social anxiety disorder using whole brain functional connectivity
- (2013) Feng Liu et al. Brain Structure & Function
- Method of assessment determines prevalence of suicidal ideation among patients with depression
- (2013) M. Vuorilehto et al. EUROPEAN PSYCHIATRY
- Data-driven subtypes of major depressive disorder: a systematic review
- (2012) Hanna M van Loo et al. BMC Medicine
- Tracking Whole-Brain Connectivity Dynamics in the Resting State
- (2012) Elena A. Allen et al. CEREBRAL CORTEX
- Abnormal baseline brain activity in suicidal and non-suicidal patients with major depressive disorder
- (2012) Tingting Fan et al. NEUROSCIENCE LETTERS
- Suicidal communication signifies suicidal intent in Chinese completed suicides
- (2012) Xue Mei Zhou et al. SOCIAL PSYCHIATRY AND PSYCHIATRIC EPIDEMIOLOGY
- Absolute Risk of Suicide After First Hospital Contact in Mental Disorder
- (2011) Merete Nordentoft ARCHIVES OF GENERAL PSYCHIATRY
- Diagnostic and Statistical Manual of Mental Disorders
- (2011) Vijay A. Mittal et al. PSYCHIATRY RESEARCH
- Abnormal Neural Filtering of Irrelevant Visual Information in Depression
- (2009) M. Desseilles et al. JOURNAL OF NEUROSCIENCE
- Cross-national prevalence and risk factors for suicidal ideation, plans and attempts
- (2008) Matthew K. Nock et al. BRITISH JOURNAL OF PSYCHIATRY
- Support vector machines combined with feature selection for breast cancer diagnosis
- (2008) Mehmet Fatih Akay EXPERT SYSTEMS WITH APPLICATIONS
- Prevalence of suicide ideation, plans, and attempts and related risk factors in Italy:
- (2007) Paolo Scocco et al. COMPREHENSIVE PSYCHIATRY
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