Prediction of Depression Severity Scores Based on Functional Connectivity and Complexity of the EEG Signal

Resting-State Quantitative Electroencephalography Demonstrates Differential Connectivity in Adolescents with Major Depressive Disorder

(2019) Molly McVoy et al.   JOURNAL OF CHILD AND ADOLESCENT PSYCHOPHARMACOLOGY

Automated EEG-based screening of depression using deep convolutional neural network

(2018) U. Rajendra Acharya et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Methods for classifying depression in single channel EEG using linear and nonlinear signal analysis

(2018) Maie Bachmann et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Inherent Fuzzy Entropy for the Improvement of EEG Complexity Evaluation

(2018) Zehong Cao et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Automated depression analysis using convolutional neural networks from speech

(2018) Lang He et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Nonlinear dynamical analysis of sleep electroencephalography using fractal and entropy approaches

(2018) Yan Ma et al.   SLEEP MEDICINE REVIEWS

Altered cortical functional network in major depressive disorder: A resting-state electroencephalogram study

(2018) Miseon Shim et al.   NeuroImage-Clinical

Generalized Two-Stage Rank Regression Framework for Depression Score Prediction from Speech

(2017) Nicholas Cummins et al.   IEEE Transactions on Affective Computing

Automatic Assessment of Depression Based on Visual Cues: A Systematic Review

(2017) Anastasia Pampouchidou et al.   IEEE Transactions on Affective Computing

Frontal alpha asymmetry as a diagnostic marker in depression: Fact or fiction? A meta-analysis

(2017) Nikita van der Vinne et al.   NeuroImage-Clinical

Artificial Intelligent System for Automatic Depression Level Analysis through Visual and Vocal Expressions

(2017) Asim Jan et al.   IEEE Transactions on Cognitive and Developmental Systems

Prediction of clinical depression scores and detection of changes in whole-brain using resting-state functional MRI data with partial least squares regression

(2017) Kosuke Yoshida et al.   PLoS One

Predictability of depression severity based on posterior alpha oscillations

(2016) H. Jiang et al.   CLINICAL NEUROPHYSIOLOGY

Complexity and nonlinear biomarkers in emotional disorders: A meta-analytic study

(2016) Alejandro de la Torre-Luque et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Abnormal functional connectivity of EEG gamma band in patients with depression during emotional face processing

(2015) Yingjie Li et al.   CLINICAL NEUROPHYSIOLOGY

Multiple characteristics analysis of Alzheimer’s electroencephalogram by power spectral density and Lempel–Ziv complexity

(2015) Xiaokun Liu et al.   Cognitive Neurodynamics

Nonlinear Dynamics Measures for Automated EEG-Based Sleep Stage Detection

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

A practical guide to the selection of independent components of the electroencephalogram for artifact correction

(2015) Maximilien Chaumon et al.   JOURNAL OF NEUROSCIENCE METHODS

The detection of epileptic seizure signals based on fuzzy entropy

(2015) Jie Xiang et al.   JOURNAL OF NEUROSCIENCE METHODS

Dynamic Resting-State Functional Connectivity in Major Depression

(2015) Roselinde H Kaiser et al.   NEUROPSYCHOPHARMACOLOGY

Detection of epileptiform activity in EEG signals based on time-frequency and non-linear analysis

(2015) Dragoljub Gajic et al.   Frontiers in Computational Neuroscience

Changes of Functional Brain Networks in Major Depressive Disorder: A Graph Theoretical Analysis of Resting-State fMRI

(2015) Ming Ye et al.   PLoS One

DEPRESSION DIAGNOSIS SUPPORT SYSTEM BASED ON EEG SIGNAL ENTROPIES

(2014) OLIVER FAUST et al.   Journal of Mechanics in Medicine and Biology

Functional connectivity in major depression: Increased phase synchronization between frontal cortical EEG-source estimates

(2014) Sebastian Olbrich et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Automated EEG analysis of epilepsy: A review

(2013) U. Rajendra Acharya et al.   KNOWLEDGE-BASED SYSTEMS

HERMES: Towards an Integrated Toolbox to Characterize Functional and Effective Brain Connectivity

(2013) Guiomar Niso et al.   NEUROINFORMATICS

Disturbed resting state EEG synchronization in bipolar disorder: A graph-theoretic analysis

(2013) Dae-Jin Kim et al.   NeuroImage-Clinical

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

SELF-REPORT AND CLINICIAN-RATED MEASURES OF DEPRESSION SEVERITY: CAN ONE REPLACE THE OTHER?

(2012) Rudolf Uher et al.   DEPRESSION AND ANXIETY

Resting-State Quantitative Electroencephalography Reveals Increased Neurophysiologic Connectivity in Depression

(2012) Andrew F. Leuchter et al.   PLoS One

Investigation of mental fatigue through EEG signal processing based on nonlinear analysis: Symbolic dynamics

(2011) Mahdi Azarnoosh et al.   CHAOS SOLITONS & FRACTALS

Lempel–Ziv complexity in schizophrenia: A MEG study

(2011) Alberto Fernández et al.   CLINICAL NEUROPHYSIOLOGY

Complexity analysis of spontaneous brain activity: effects of depression and antidepressant treatment

(2011) María Andreina Méndez et al.   JOURNAL OF PSYCHOPHARMACOLOGY

Measures of depression and depressive symptoms: Beck Depression Inventory-II (BDI-II), Center for Epidemiologic Studies Depression Scale (CES-D), Geriatric Depression Scale (GDS), Hospital Anxiety and Depression Scale (HADS), and Patient Health Questionna

(2011) Karen L. Smarr et al.   ARTHRITIS CARE & RESEARCH

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

Abnormal EEG complexity in patients with schizophrenia and depression

(2008) Yingjie Li et al.   CLINICAL NEUROPHYSIOLOGY

Measuring complexity using FuzzyEn, ApEn, and SampEn

(2008) Weiting Chen et al.   MEDICAL ENGINEERING & PHYSICS

Major Depressive Disorder

(2008) R.H. Belmaker et al.   NEW ENGLAND JOURNAL OF MEDICINE