In-phase matrix profile: A novel method for the detection of major depressive disorder

Age-Related EEG Power Reductions Cannot Be Explained by Changes of the Conductivity Distribution in the Head Due to Brain Atrophy

(2021) Mingjian He et al.   Frontiers in Aging Neuroscience

Automatic Sleep-Stage Scoring in Healthy and Sleep Disorder Patients Using Optimal Wavelet Filter Bank Technique with EEG Signals

(2021) Manish Sharma et al.   International Journal of Environmental Research and Public Health

Novel Approach for EEG Signal Analysis in a Multifractal Paradigm of Motions. Epileptic and Eclamptic Seizures as Scale Transitions

(2021) Stefan Andrei Irimiciuc et al.   Symmetry-Basel

The successful discrimination of depression from EEG could be attributed to proper feature extraction and not to a particular classification method

(2020) Milena Čukić et al.   Cognitive Neurodynamics

EEG Frequency Bands in Psychiatric Disorders: A Review of Resting State Studies

(2019) Jennifer J. Newson et al.   Frontiers in Human Neuroscience

Electroencephalography

(2019) Andrea Biasiucci et al.   CURRENT BIOLOGY

Atypical Temporal Dynamics of Resting State Shapes Stimulus-Evoked Activity in Depression—An EEG Study on Rest–Stimulus Interaction

(2019) Annemnarie Wolff et al.   Frontiers in Psychiatry

Higuchi’s fractal dimension, but not frontal or posterior alpha asymmetry, predicts PID-5 anxiousness more than depressivity

(2019) Tame N. J. Kawe et al.   Scientific Reports

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

EEG Theta Power Is an Early Marker of Cognitive Decline in Dementia due to Alzheimer’s Disease

(2018) Christian Sande Musaeus et al.   JOURNAL OF ALZHEIMERS DISEASE

Surrogate Data Method Requires End-Matched Segmentation of Electroencephalographic Signals to Estimate Non-linearity

(2018) Laura Päeske et al.   Frontiers in Physiology

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

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

Application of Higuchi's fractal dimension from basic to clinical neurophysiology: A review

(2016) Srdjan Kesić et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Estimating a neutral reference for electroencephalographic recordings: the importance of using a high-density montage and a realistic head model

(2015) Quanying Liu et al.   Journal of Neural Engineering

The human connectome in health and psychopathology

(2015) David C. Van Essen et al.   World Psychiatry

Neural dynamics in mental disorders

(2015) Peter J. Uhlhaas   World Psychiatry

Spectral Asymmetry and Higuchi’s Fractal Dimension Measures of Depression Electroencephalogram

(2013) Maie Bachmann et al.   Computational and Mathematical Methods in Medicine

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

A comparative study of different references for EEG default mode network: The use of the infinity reference

(2010) Yun Qin et al.   CLINICAL NEUROPHYSIOLOGY

Evaluation of k-Nearest Neighbor classifier performance for direct marketing

(2009) M. Govindarajan et al.   EXPERT SYSTEMS WITH APPLICATIONS