Depression recognition based on the reconstruction of phase space of EEG signals and geometrical features

Adapted Binary Particle Swarm Optimization for Efficient Features Selection in the Case of Imbalanced Sensor Data

(2020) Dorin Moldovan et al.   Applied Sciences-Basel

Automated Alcoholism Detection Using Fourier-Bessel Series Expansion Based Empirical Wavelet Transform

(2020) Arti Anuragi et al.   IEEE SENSORS JOURNAL

A Trustworthy SIoT Aware Mechanism as an Enabler for Citizen Services in Smart Cities

(2020) Ateeq Ur Rehman et al.   Electronics

Motor imagery BCI classification based on novel two-dimensional modelling in empirical wavelet transform

(2020) Muhammad Tariq Sadiq et al.   ELECTRONICS LETTERS

A New Framework for Automatic Detection of Patients With Mild Cognitive Impairment Using Resting-State EEG Signals

(2020) Siuly Siuly et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Topological Network Analysis of Early Alzheimer’s Disease Based on Resting-State EEG

(2020) Feng Duan et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Linear predictive coding distinguishes spectral EEG features of Parkinson's disease

(2020) Md Fahim Anjum et al.   PARKINSONISM & RELATED DISORDERS

Identification of Motor and Mental Imagery EEG in Two and Multiclass Subject-Dependent Tasks Using Successive Decomposition Index

(2020) Muhammad Tariq Sadiq et al.   SENSORS

A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks

(2020) Muhammad Tariq Sadiq et al.   IEEE Transactions on Cognitive and Developmental Systems

A Hybrid System for Distinguishing between Brain Death and Coma Using Diverse EEG Features

(2019) Li Zhu et al.   SENSORS

The ADHD effect on the high-dimensional phase space trajectories of EEG signals

(2019) Reza Yaghoobi Karimui et al.   CHAOS SOLITONS & FRACTALS

Exploring Douglas-Peucker Algorithm in the Detection of Epileptic Seizure from Multicategory EEG Signals

(2019) Roozbeh Zarei et al.   Biomed Research International

A New Quadratic Binary Harris Hawk Optimization for Feature Selection

(2019) Too et al.   Electronics

Sleep Apnea Detection Using Artificial Bee Colony Optimize Hermite Basis Functions for EEG Signals

(2019) Sachin Taran et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Automatic sleep stages classification using optimize flexible analytic wavelet transform

(2019) Sachin Taran et al.   KNOWLEDGE-BASED SYSTEMS

A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia

(2019) Cosimo Ieracitano et al.   NEURAL NETWORKS

The ADHD effect on the actions obtained from the EEG signals

(2018) Reza Yaghoobi Karimui et al.   Biocybernetics and Biomedical Engineering

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

A computer aided analysis scheme for detecting epileptic seizure from EEG data

(2018) Enamul Kabir et al.   International Journal of Computational Intelligence Systems

An automated diagnosis of depression using three-channel bandwidth-duration localized wavelet filter bank with EEG signals

(2018) Manish Sharma et al.   Cognitive Systems Research

A feature extraction technique based on tunable Q-factor wavelet transform for brain signal classification

(2018) Hadi Ratham Al Ghayab et al.   JOURNAL OF NEUROSCIENCE METHODS

A Multivariate Approach for Patient-Specific EEG Seizure Detection Using Empirical Wavelet Transform

(2017) Abhijit Bhattacharyya et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Deep Learning Representation from Electroencephalography of Early-Stage Creutzfeldt-Jakob Disease and Features for Differentiation from Rapidly Progressive Dementia

(2017) Francesco Carlo Morabito et al.   International Journal of Neural Systems

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

(2017) Shih-Cheng Liao et al.   SENSORS

Parameter Selection for Ant Colony Algorithm Based on Bacterial Foraging Algorithm

(2016) Peng Li et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

A Novel Depression Diagnosis Index Using Nonlinear Features in EEG Signals

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

Classification of epileptic seizures in EEG signals based on phase space representation of intrinsic mode functions

(2015) Rajeev Sharma et al.   EXPERT SYSTEMS WITH APPLICATIONS

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

DEPRESSION DIAGNOSIS SUPPORT SYSTEM BASED ON EEG SIGNAL ENTROPIES

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

Automated diagnosis of autism: in search of a mathematical marker

(2014) Shreya Bhat et al.   REVIEWS IN THE NEUROSCIENCES

Autism: cause factors, early diagnosis and therapies

(2014) Shreya Bhat et al.   REVIEWS IN THE NEUROSCIENCES

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

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

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

Epileptic seizure classification in EEG signals using second-order difference plot of intrinsic mode functions

(2013) Ram Bilas Pachori et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

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