Identification of depression subtypes and relevant brain regions using a data-driven approach

Multiple co-clustering based on nonparametric mixture models with heterogeneous marginal distributions

(2017) Tomoki Tokuda et al.   PLoS One

Identification of Distinct Psychosis Biotypes Using Brain-Based Biomarkers

(2016) Brett A. Clementz et al.   AMERICAN JOURNAL OF PSYCHIATRY

Resting-state connectivity biomarkers define neurophysiological subtypes of depression

(2016) Andrew T Drysdale et al.   NATURE MEDICINE

Association of thalamic hyperactivity with treatment-resistant depression and poor response in early treatment for major depression: a resting-state fMRI study using fractional amplitude of low-frequency fluctuations

(2016) T Yamamura et al.   Translational Psychiatry

Decomposing the heterogeneity of depression at the person-, symptom-, and time-level: latent variable models versus multimode principal component analysis

(2015) Stijn de Vos et al.   BMC Medical Research Methodology

A systematic review of relations between resting-state functional-MRI and treatment response in major depressive disorder

(2015) Gabriel S. Dichter et al.   JOURNAL OF AFFECTIVE DISORDERS

Toward Probabilistic Diagnosis and Understanding of Depression Based on Functional MRI Data Analysis with Logistic Group LASSO

(2015) Yu Shimizu et al.   PLoS One

Unsupervised classification of major depression using functional connectivity MRI

(2013) Ling-Li Zeng et al.   HUMAN BRAIN MAPPING

Resting-state Modulation of Alpha Rhythms by Interference with Angular Gyrus Activity

(2013) Paolo Capotosto et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Abnormal resting-state cerebellar–cerebral functional connectivity in treatment-resistant depression and treatment sensitive depression

(2013) Wenbin Guo et al.   PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY

Clustering of Depression and Inflammation in Adolescents Previously Exposed to Childhood Adversity

(2012) Gregory E. Miller et al.   BIOLOGICAL PSYCHIATRY

Data-driven subtypes of major depressive disorder: a systematic review

(2012) Hanna M van Loo et al.   BMC Medicine

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

(2012) Ling-Li Zeng et al.   BRAIN

Altered cerebellar–cerebral resting-state functional connectivity reliably identifies major depressive disorder

(2012) Qiongmin Ma et al.   BRAIN RESEARCH

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

Altered Cerebellar Functional Connectivity with Intrinsic Connectivity Networks in Adults with Major Depressive Disorder

(2012) Li Liu et al.   PLoS One

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

Changes in Community Structure of Resting State Functional Connectivity in Unipolar Depression

(2012) Anton Lord et al.   PLoS One

Regional brain wave activity changes associated with fatigue

(2012) Ashley Craig et al.   PSYCHOPHYSIOLOGY

Childhood Maltreatment Predicts Unfavorable Course of Illness and Treatment Outcome in Depression: A Meta-Analysis

(2011) Valentina Nanni et al.   AMERICAN JOURNAL OF PSYCHIATRY

Decoding Subject-Driven Cognitive States with Whole-Brain Connectivity Patterns

(2011) W. R. Shirer et al.   CEREBRAL CORTEX

Abnormal hippocampal activation in patients with extensive history of major depression: an fMRI study

(2011) Andrea Milne   JOURNAL OF PSYCHIATRY & NEUROSCIENCE

Functional connectivity hubs in the human brain

(2011) Dardo Tomasi et al.   NEUROIMAGE

Altered Cerebellar-Cerebral Functional Connectivity in Geriatric Depression

(2011) Emmanuel Alalade et al.   PLoS One

Exploring the brain network: A review on resting-state fMRI functional connectivity

(2010) Martijn P. van den Heuvel et al.   EUROPEAN NEUROPSYCHOPHARMACOLOGY

Identifying Depressive Subtypes in a Large Cohort Study

(2010) Femke Lamers et al.   JOURNAL OF CLINICAL PSYCHIATRY

Profiles of Depressive Symptoms in Older Adults Diagnosed With Major Depression: Latent Cluster Analysis

(2009) Celia F. Hybels et al.   AMERICAN JOURNAL OF GERIATRIC PSYCHIATRY

Disease state prediction from resting state functional connectivity

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

Depression-Related Variation in Brain Morphology Over 3 Years

(2008) Thomas S. Frodl et al.   ARCHIVES OF GENERAL PSYCHIATRY

From inflammation to sickness and depression: when the immune system subjugates the brain

(2007) Robert Dantzer et al.   NATURE REVIEWS NEUROSCIENCE