Data mining EEG signals in depression for their diagnostic value

Electrocortical Features of Depression and Their Clinical Utility in Assessing Antidepressant Treatment Outcome

(2017) Natalia Jaworska et al.   CANADIAN JOURNAL OF PSYCHIATRY-REVUE CANADIENNE DE PSYCHIATRIE

Neuroimaging-Based Biomarkers in Psychiatry: Clinical Opportunities of a Paradigm Shift

(2017) Cynthia H Y Fu et al.   CANADIAN JOURNAL OF PSYCHIATRY-REVUE CANADIENNE DE PSYCHIATRIE

Computer-Aided Diagnosis of Depression Using EEG Signals

(2015) U. Rajendra Acharya et al.   EUROPEAN NEUROLOGY

The Difference of Brain Functional Connectivity between Eyes-Closed and Eyes-Open Using Graph Theoretical Analysis

(2013) Bo Tan et al.   Computational and Mathematical Methods in Medicine

Biomarkers Predicting Antidepressant Treatment Response: How Can We Advance the Field?

(2013) Christiana Labermaier et al.   DISEASE MARKERS

Distinguishing between Unipolar Depression and Bipolar Depression: Current and Future Clinical and Neuroimaging Perspectives

(2012) Jorge Renner Cardoso de Almeida et al.   BIOLOGICAL PSYCHIATRY

Use of Clinical Neurophysiology for the Selection of Medication in the Treatment of Major Depressive Disorder: The State of the Evidence

(2012) Andrew F. Leuchter et al.   CLINICAL EEG AND NEUROSCIENCE

Classifying depression patients and normal subjects using machine learning techniques and nonlinear features from EEG signal

(2012) Behshad Hosseinifard et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Novel biomarkers in major depression

(2012) Barbara Schneider et al.   CURRENT OPINION IN PSYCHIATRY

Fractality analysis of frontal brain in major depressive disorder

(2012) Mehran Ahmadlou et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010

(2012) Christopher J L Murray et al.   LANCET

The neurobiology of the EEG biomarker as a predictor of treatment response in depression

(2012) Anusha Baskaran et al.   NEUROPHARMACOLOGY

The economic cost of brain disorders in Europe

(2011) J. Olesen et al.   EUROPEAN JOURNAL OF NEUROLOGY

Improving linear discriminant analysis with artificial immune system-based evolutionary algorithms

(2011) Mehdi Mohammadi et al.   INFORMATION SCIENCES

A Primary Care Focus on the Diagnosis and Treatment of Major Depressive Disorder in Adults

(2011) Angelos Halaris   Journal of Psychiatric Practice

Discovering imaging endophenotypes for major depression

(2011) G Hasler et al.   MOLECULAR PSYCHIATRY

Towards the utilization of EEG as a brain imaging tool

(2011) Christoph M. Michel et al.   NEUROIMAGE

Functional Biomarkers of Depression: Diagnosis, Treatment and Pathophysiology

(2011) Heath D Schmidt et al.   NEUROPSYCHOPHARMACOLOGY

Research Domain Criteria (RDoC): Toward a New Classification Framework for Research on Mental Disorders

(2010) Thomas Insel et al.   AMERICAN JOURNAL OF PSYCHIATRY

Aligning strategies for using EEG as a surrogate biomarker: A review of preclinical and clinical research

(2010) Steven C. Leiser et al.   BIOCHEMICAL PHARMACOLOGY

The use of the EEG in measuring therapeutic drug action: focus on depression and antidepressants

(2010) Hamid Alhaj et al.   JOURNAL OF PSYCHOPHARMACOLOGY

Introduction to machine learning for brain imaging

(2010) Steven Lemm et al.   NEUROIMAGE

Biomarkers to Predict Antidepressant Response

(2010) Andrew F. Leuchter et al.   Current Psychiatry Reports

Machine learning classifiers and fMRI: A tutorial overview

(2008) Francisco Pereira et al.   NEUROIMAGE