Unsupervised classification of major depression using functional connectivity MRI

Multi-centre diagnostic classification of individual structural neuroimaging scans from patients with major depressive disorder

(2012) Benson Mwangi et al.   BRAIN

Identifying major depression using whole-brain functional connectivity: a multivariate pattern analysis

(2012) Ling-Li Zeng et al.   BRAIN

Machine learning and data mining: strategies for hypothesis generation

(2012) M A Oquendo et al.   MOLECULAR PSYCHIATRY

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

Increased Cortical-Limbic Anatomical Network Connectivity in Major Depression Revealed by Diffusion Tensor Imaging

(2012) Peng Fang et al.   PLoS One

Regionally specific alterations in functional connectivity of the anterior cingulate cortex in major depressive disorder

(2012) C. G. Davey et al.   PSYCHOLOGICAL MEDICINE

Depression and Hippocampal Neurogenesis: A Road to Remission?

(2012) A. J. Eisch et al.   SCIENCE

Multivariate Searchlight Classification of Structural Magnetic Resonance Imaging in Children and Adolescents with Autism

(2011) Lucina Q. Uddin 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

Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine

(2011) Janaina Mourão-Miranda et al.   NEUROIMAGE

Functional connectivity mapping of the human precuneus by resting state fMRI

(2011) Sheng Zhang et al.   NEUROIMAGE

The influence of head motion on intrinsic functional connectivity MRI

(2011) Koene R.A. Van Dijk et al.   NEUROIMAGE

Open questions in current models of antidepressant action

(2010) A Tanti et al.   BRITISH JOURNAL OF PHARMACOLOGY

Linear Time Maximum Margin Clustering

(2010) Fei Wang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Graph-theory based parcellation of functional subunits in the brain from resting-state fMRI data

(2010) X. Shen et al.   NEUROIMAGE

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

Use of Neuroanatomical Pattern Classification to Identify Subjects in At-Risk Mental States of Psychosis and Predict Disease Transition

(2009) Nikolaos Koutsouleris et al.   ARCHIVES OF GENERAL PSYCHIATRY

The Relationship Between Aberrant Neuronal Activation in the Pregenual Anterior Cingulate, Altered Glutamatergic Metabolism, and Anhedonia in Major Depression

(2009) Martin Walter et al.   ARCHIVES OF GENERAL PSYCHIATRY

Parcellation of human temporal polar cortex: A combined analysis of multiple cytoarchitectonic, chemoarchitectonic, and pathological markers

(2009) Song-Lin Ding et al.   JOURNAL OF COMPARATIVE NEUROLOGY

The Global Signal and Observed Anticorrelated Resting State Brain Networks

(2009) Michael D. Fox et al.   JOURNAL OF NEUROPHYSIOLOGY

Disease state prediction from resting state functional connectivity

(2009) R. Cameron Craddock et al.   MAGNETIC RESONANCE IN MEDICINE

Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI

(2009) Hui Shen et al.   NEUROIMAGE

Neural response to specific components of fearful faces in healthy and schizophrenic adults

(2009) Joaquim Radua et al.   NEUROIMAGE

Prognostic and Diagnostic Potential of the Structural Neuroanatomy of Depression

(2009) Sergi G. Costafreda et al.   PLoS One

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

Coping with Emotions Past: The Neural Bases of Regulating Affect Associated with Negative Autobiographical Memories

(2008) Ethan Kross et al.   BIOLOGICAL PSYCHIATRY

Brain structural and functional abnormalities in mood disorders: implications for neurocircuitry models of depression

(2008) Wayne C. Drevets et al.   Brain Structure & Function

Machine learning classifiers and fMRI: A tutorial overview

(2008) Francisco Pereira et al.   NEUROIMAGE

Pattern Classification of Sad Facial Processing: Toward the Development of Neurobiological Markers in Depression

(2007) Cynthia H.Y. Fu et al.   BIOLOGICAL PSYCHIATRY