Toward literature-based feature selection for diagnostic classification: a meta-analysis of resting-state fMRI in depression
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Title
Toward literature-based feature selection for diagnostic classification: a meta-analysis of resting-state fMRI in depression
Authors
Keywords
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Journal
Frontiers in Human Neuroscience
Volume 8, Issue -, Pages -
Publisher
Frontiers Media SA
Online
2014-09-10
DOI
10.3389/fnhum.2014.00692
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Note: Only part of the references are listed.- Multivariate Pattern Recognition for Diagnosis and Prognosis in Clinical Neuroimaging: State of the Art, Current Challenges and Future Trends
- (2014) Sven Haller et al. BRAIN TOPOGRAPHY
- Local Activity Determines Functional Connectivity in the Resting Human Brain: A Simultaneous FDG-PET/fMRI Study
- (2014) V. Riedl et al. JOURNAL OF NEUROSCIENCE
- Resting-State Functional MR Imaging: A New Window to the Brain
- (2014) Frederik Barkhof et al. RADIOLOGY
- Multivariate Classification of Blood Oxygen Level-Dependent fMRI Data with Diagnostic Intention: A Clinical Perspective
- (2013) B. Sundermann et al. AMERICAN JOURNAL OF NEURORADIOLOGY
- Self-Referential Processing, Rumination, and Cortical Midline Structures in Major Depression
- (2013) Ayna Baladi Nejad et al. Frontiers in Human Neuroscience
- Unsupervised classification of major depression using functional connectivity MRI
- (2013) Ling-Li Zeng et al. HUMAN BRAIN MAPPING
- Resting-state brain activity in major depressive disorder patients and their siblings
- (2013) Chun-Hong Liu et al. JOURNAL OF AFFECTIVE DISORDERS
- Relationships between brain metabolism decrease in normal aging and changes in structural and functional connectivity
- (2013) Gaël Chételat et al. NEUROIMAGE
- A Review of Feature Reduction Techniques in Neuroimaging
- (2013) Benson Mwangi et al. NEUROINFORMATICS
- PRoNTo: Pattern Recognition for Neuroimaging Toolbox
- (2013) J. Schrouff et al. NEUROINFORMATICS
- Interhemispheric Functional Connectivity and Its Relationships with Clinical Characteristics in Major Depressive Disorder: A Resting State fMRI Study
- (2013) Li Wang et al. PLoS One
- Decreased Interhemispheric Coordination in Treatment-Resistant Depression: A Resting-State fMRI Study
- (2013) Wenbin Guo et al. PLoS One
- Is there a cerebellar compensatory effort in first-episode, treatment-naive major depressive disorder at rest?
- (2013) Wenbin Guo et al. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY
- Complex biomarker discovery in neuroimaging data: Finding a needle in a haystack
- (2013) Gowtham Atluri et al. NeuroImage-Clinical
- Towards the identification of imaging biomarkers in schizophrenia, using multivariate pattern classification at a single-subject level
- (2013) Eleni Zarogianni et al. NeuroImage-Clinical
- Resting-State fMRI: A Review of Methods and Clinical Applications
- (2012) M.H. Lee et al. AMERICAN JOURNAL OF NEURORADIOLOGY
- Functional Neuroimaging of Major Depressive Disorder: A Meta-Analysis and New Integration of Baseline Activation and Neural Response Data
- (2012) J. Paul Hamilton et al. AMERICAN JOURNAL OF PSYCHIATRY
- A Treatment-Resistant Default Mode Subnetwork in Major Depression
- (2012) Baojuan Li et al. BIOLOGICAL PSYCHIATRY
- Altered cerebellar–cerebral resting-state functional connectivity reliably identifies major depressive disorder
- (2012) Qiongmin Ma et al. BRAIN RESEARCH
- Meta-analytic evidence for a superordinate cognitive control network subserving diverse executive functions
- (2012) Tara A. Niendam et al. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE
- Novel biomarkers in major depression
- (2012) Barbara Schneider et al. CURRENT OPINION IN PSYCHIATRY
- Altered functional connectivity of the dorsolateral prefrontal cortex in first-episode patients with major depressive disorder
- (2012) Ting Ye et al. EUROPEAN JOURNAL OF RADIOLOGY
- A systematic review of resting-state functional-MRI studies in major depression
- (2012) L. Wang et al. JOURNAL OF AFFECTIVE DISORDERS
- Disrupted resting-state functional connectivity of the hippocampus in medication-naïve patients with major depressive disorder
- (2012) Xiaohua Cao et al. JOURNAL OF AFFECTIVE DISORDERS
- Abnormal amplitude low-frequency oscillations in medication-naive, first-episode patients with major depressive disorder: A resting-state fMRI study
- (2012) Feng Liu et al. JOURNAL OF AFFECTIVE DISORDERS
- Abnormal neural activity of brain regions in treatment-resistant and treatment-sensitive major depressive disorder: A resting-state fMRI study
- (2012) Wen-bin Guo et al. JOURNAL OF PSYCHIATRIC RESEARCH
- A meta-analysis of neurofunctional imaging studies of emotion and cognition in major depression
- (2012) Carsten Diener et al. NEUROIMAGE
- The Default Mode Network and Recurrent Depression: A Neurobiological Model of Cognitive Risk Factors
- (2012) Igor Marchetti et al. NEUROPSYCHOLOGY REVIEW
- Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review
- (2012) Graziella Orrù et al. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
- Emotional valence modulates brain functional abnormalities in depression: Evidence from a meta-analysis of fMRI studies
- (2012) Nynke A. Groenewold et al. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
- Resting-State Functional Connectivity Bias of Middle Temporal Gyrus and Caudate with Altered Gray Matter Volume in Major Depression
- (2012) Chaoqiong Ma et al. PLoS One
- Amplitude of Low-Frequency Oscillations in First-Episode, Treatment-Naive Patients with Major Depressive Disorder: A Resting-State Functional MRI Study
- (2012) Li Wang et al. PLoS One
- Temporally-independent functional modes of spontaneous brain activity
- (2012) S. M. Smith et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Alterations of the amplitude of low-frequency fluctuations in treatment-resistant and treatment-response depression: A resting-state fMRI study
- (2012) Wen-bin Guo et al. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY
- Decreased interhemispheric resting-state functional connectivity in first-episode, drug-naive major depressive disorder
- (2012) Wenbin Guo et al. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY
- Decreased functional connectivity between the amygdala and the left ventral prefrontal cortex in treatment-naive patients with major depressive disorder: a resting-state functional magnetic resonance imaging study
- (2012) Y. Tang et al. PSYCHOLOGICAL MEDICINE
- Resting-State Functional Connectivity in Treatment-Resistant Depression
- (2011) Su Lui et al. AMERICAN JOURNAL OF PSYCHIATRY
- Structural Neuroimaging Studies in Major Depressive Disorder
- (2011) Matthew J. Kempton ARCHIVES OF GENERAL PSYCHIATRY
- Disrupted Brain Connectivity Networks in Drug-Naive, First-Episode Major Depressive Disorder
- (2011) Junran Zhang et al. BIOLOGICAL PSYCHIATRY
- Evidence of a Dissociation Pattern in Resting-State Default Mode Network Connectivity in First-Episode, Treatment-Naive Major Depression Patients
- (2011) Xueling Zhu et al. BIOLOGICAL PSYCHIATRY
- Common and distinct neural correlates of emotional processing in Bipolar Disorder and Major Depressive Disorder: A voxel-based meta-analysis of functional magnetic resonance imaging studies
- (2011) Giuseppe Delvecchio et al. EUROPEAN NEUROPSYCHOPHARMACOLOGY
- Magnetic resonance imaging studies in unipolar depression: Systematic review and meta-regression analyses
- (2011) D. Arnone et al. EUROPEAN NEUROPSYCHOPHARMACOLOGY
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- (2011) Peter E. Turkeltaub et al. HUMAN BRAIN MAPPING
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- (2011) Julia Sacher et al. JOURNAL OF AFFECTIVE DISORDERS
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- (2011) David J Kupfer et al. LANCET
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- (2011) S. Kuhn et al. SCHIZOPHRENIA BULLETIN
- Exploring the brain network: A review on resting-state fMRI functional connectivity
- (2010) Martijn P. van den Heuvel et al. EUROPEAN NEUROPSYCHOPHARMACOLOGY
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- (2010) Qi-Zhu Wu et al. HUMAN BRAIN MAPPING
- Resting developments: a review of fMRI post-processing methodologies for spontaneous brain activity
- (2010) Daniel S. Margulies et al. MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE
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- (2010) J P Hamilton et al. MOLECULAR PSYCHIATRY
- Disease and the brain's dark energy
- (2010) Dongyang Zhang et al. Nature Reviews Neurology
- Comparison of the disparity between Talairach and MNI coordinates in functional neuroimaging data: Validation of the Lancaster transform
- (2010) Angela R. Laird et al. NEUROIMAGE
- Can structure predict function in the human brain?
- (2010) Christopher J. Honey et al. NEUROIMAGE
- Cross-species affective functions of the medial forebrain bundle—Implications for the treatment of affective pain and depression in humans
- (2010) Volker A. Coenen et al. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
- Resting-state functional MRI in depression unmasks increased connectivity between networks via the dorsal nexus
- (2010) Y. I. Sheline et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Decreased regional homogeneity in insula and cerebellum: A resting-state fMRI study in patients with major depression and subjects at high risk for major depression
- (2010) Zhifen Liu et al. PSYCHIATRY RESEARCH-NEUROIMAGING
- A Systematic Review of Diffusion Tensor Imaging Studies in Affective Disorders
- (2009) Claire E. Sexton et al. BIOLOGICAL PSYCHIATRY
- Greater than the sum of its parts: a review of studies combining structural connectivity and resting-state functional connectivity
- (2009) Jessica S. Damoiseaux et al. Brain Structure & Function
- Coordinate-based activation likelihood estimation meta-analysis of neuroimaging data: A random-effects approach based on empirical estimates of spatial uncertainty
- (2009) Simon B. Eickhoff et al. HUMAN BRAIN MAPPING
- Brain volume abnormalities in major depressive disorder: A meta-analysis of magnetic resonance imaging studies
- (2009) P. Cédric M.P. Koolschijn et al. HUMAN BRAIN MAPPING
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- (2009) Valentina Lorenzetti et al. JOURNAL OF AFFECTIVE DISORDERS
- Increased neural resources recruitment in the intrinsic organization in major depression
- (2009) Yuan Zhou et al. JOURNAL OF AFFECTIVE DISORDERS
- Intrinsic Functional Connectivity As a Tool For Human Connectomics: Theory, Properties, and Optimization
- (2009) Koene R. A. Van Dijk et al. JOURNAL OF NEUROPHYSIOLOGY
- Disease state prediction from resting state functional connectivity
- (2009) R. Cameron Craddock et al. MAGNETIC RESONANCE IN MEDICINE
- Neurocircuitry of Mood Disorders
- (2009) Joseph L Price et al. NEUROPSYCHOPHARMACOLOGY
- Correspondence of the brain's functional architecture during activation and rest
- (2009) S. M. Smith et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Resting state default-mode network connectivity in early depression using a seed region-of-interest analysis: Decreased connectivity with caudate nucleus
- (2009) Robyn Bluhm et al. PSYCHIATRY AND CLINICAL NEUROSCIENCES
- Subcallosal Cingulate Gyrus Deep Brain Stimulation for Treatment-Resistant Depression
- (2008) Andres M. Lozano et al. BIOLOGICAL PSYCHIATRY
- Regional homogeneity in depression and its relationship with separate depressive symptom clusters: A resting-state fMRI study
- (2008) Zhijian Yao et al. JOURNAL OF AFFECTIVE DISORDERS
- Machine learning classifiers and fMRI: A tutorial overview
- (2008) Francisco Pereira et al. NEUROIMAGE
- A meta-analytic study of changes in brain activation in depression
- (2007) Paul B. Fitzgerald et al. HUMAN BRAIN MAPPING
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