Major Depression Detection from EEG Signals Using Kernel Eigen-Filter-Bank Common Spatial Patterns

Subject-based feature extraction by using fisher WPD-CSP in brain–computer interfaces

(2016) Banghua Yang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

EEG Classification of Imaginary Lower Limb Stepping Movements Based on Fuzzy Support Vector Machine with Kernel-Induced Membership Function

(2016) Wei-Chun Hsu et al.   International Journal of Fuzzy Systems

Abandoning personalization to get to precision in the pharmacotherapy of depression

(2016) Roy H. Perlis   World Psychiatry

A Self-Paced P300 Healthcare Brain-Computer Interface System with SSVEP-Based Switching Control and Kernel FDA + SVM-Based Detector

(2016) Yi-Hung Liu et al.   Applied Sciences-Basel

Computer-Aided Diagnosis of Depression Using EEG Signals

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

A Novel Depression Diagnosis Index Using Nonlinear Features in EEG Signals

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

Mild Depression Detection of College Students: an EEG-Based Solution with Free Viewing Tasks

(2015) Xiaowei Li et al.   JOURNAL OF MEDICAL SYSTEMS

Subcortical brain alterations in major depressive disorder: findings from the ENIGMA Major Depressive Disorder working group

(2015) L Schmaal et al.   MOLECULAR PSYCHIATRY

Improving the Performance of an EEG-Based Motor Imagery Brain Computer Interface Using Task Evoked Changes in Pupil Diameter

(2015) David Rozado et al.   PLoS One

Are there meaningful biomarkers of treatment response for depression?

(2014) Barbara Breitenstein et al.   DRUG DISCOVERY TODAY

Emotion Recognition from Single-Trial EEG Based on Kernel Fisher’s Emotion Pattern and Imbalanced Quasiconformal Kernel Support Vector Machine

(2014) Yi-Hung Liu et al.   SENSORS

Spatiotemporal Analysis of Relative Convergence of EEGs Reveals Differences Between Brain Dynamics of Depressive Women and Men

(2013) Mehran Ahmadlou 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

Fractality analysis of frontal brain in major depressive disorder

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

CLASSIFICATION OF EEG SIGNALS IN NORMAL AND DEPRESSION CONDITIONS BY ANN USING RWE AND SIGNAL ENTROPY

(2012) SUBHA D. PUTHANKATTIL et al.   Journal of Mechanics in Medicine and Biology

Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010

(2012) Theo Vos et al.   LANCET

Kernel principal component analysis for stochastic input model generation

(2011) Xiang Ma et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Major depressive disorder: new clinical, neurobiological, and treatment perspectives

(2011) David J Kupfer et al.   LANCET

Personalized Medicine for Depression: Can We Match Patients With Treatments?

(2010) Gregory E. Simon et al.   AMERICAN JOURNAL OF PSYCHIATRY

Validation of Patient Health Questionnaire for depression screening among primary care patients in Taiwan

(2010) Shen-Ing Liu et al.   COMPREHENSIVE PSYCHIATRY

Fast Support Vector Data Descriptions for Novelty Detection

(2010) Yi-Hung Liu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Independent component approach to the analysis of EEG recordings at early stages of depressive disorders

(2009) Vera A. Grin-Yatsenko et al.   CLINICAL NEUROPHYSIOLOGY

EEG Power Spectra at Early Stages of Depressive Disorders

(2009) Vera A. Grin-Yatsenko et al.   JOURNAL OF CLINICAL NEUROPHYSIOLOGY

Does the probability of receiving placebo influence clinical trial outcome? A meta-regression of double-blind, randomized clinical trials in MDD

(2008) George I. Papakostas et al.   EUROPEAN NEUROPSYCHOPHARMACOLOGY

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

(2008) Benjamin Blankertz et al.   IEEE SIGNAL PROCESSING MAGAZINE