EEG feature fusion for motor imagery: A new robust framework towards stroke patients rehabilitation

A comparative analysis of signal processing and classification methods for different applications based on EEG signals

(2020) Ashima Khosla et al.   Biocybernetics and Biomedical Engineering

Stroke identification using a portable EEG device – A pilot study

(2020) Matan Gottlibe et al.   NEUROPHYSIOLOGIE CLINIQUE-CLINICAL NEUROPHYSIOLOGY

Feature-level fusion approaches based on multimodal EEG data for depression recognition

(2020) Hanshu Cai et al.   Information Fusion

Brain Computer Interface Treatment for Motor Rehabilitation of Upper Extremity of Stroke Patients—A Feasibility Study

(2020) Marc Sebastián-Romagosa et al.   Frontiers in Neuroscience

Efficient Classification of Motor Imagery Electroencephalography Signals Using Deep Learning Methods

(2019) Ikhtiyor Majidov et al.   SENSORS

Longitudinal Analysis of Stroke Patients’ Brain Rhythms during an Intervention with a Brain-Computer Interface

(2019) Ruben I. Carino-Escobar et al.   NEURAL PLASTICITY

Time-Variant Linear Discriminant Analysis Improves Hand Gesture and Finger Movement Decoding for Invasive Brain-Computer Interfaces

(2019) Johannes Gruenwald et al.   Frontiers in Neuroscience

Multi-Feature Fusion Method Based on EEG Signal and its Application in Stroke Classification

(2019) Fenglian Li et al.   JOURNAL OF MEDICAL SYSTEMS

Quantitative EEG and functional outcome following acute ischemic stroke

(2018) Carla Bentes et al.   CLINICAL NEUROPHYSIOLOGY

A sensor fusion approach for drowsiness detection in wearable ultra-low-power systems

(2018) Victor Javier Kartsch et al.   Information Fusion

Electroencephalography Amplitude Modulation Analysis for Automated Affective Tagging of Music Video Clips

(2018) Andrea Clerico et al.   Frontiers in Computational Neuroscience

Fast Recognition of BCI-Inefficient Users Using Physiological Features from EEG Signals: A Screening Study of Stroke Patients

(2018) Xiaokang Shu et al.   Frontiers in Neuroscience

Emotional Stress State Detection Using Genetic Algorithm-Based Feature Selection on EEG Signals

(2018) Dongkoo Shon et al.   International Journal of Environmental Research and Public Health

Human emotion recognition using deep belief network architecture

(2018) Mohammad Mehedi Hassan et al.   Information Fusion

Fusion of EEG response and sentiment analysis of products review to predict customer satisfaction

(2018) Sudhanshu Kumar et al.   Information Fusion

Refined multiscale fuzzy entropy based on standard deviation for biomedical signal analysis

(2017) Hamed Azami et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Automatic Artifact Removal in EEG of Normal and Demented Individuals Using ICA–WT during Working Memory Tasks

(2017) Noor Al-Qazzaz et al.   SENSORS

Improved multiscale permutation entropy for biomedical signal analysis: Interpretation and application to electroencephalogram recordings

(2016) Hamed Azami et al.   Biomedical Signal Processing and Control

Change in Mean Frequency of Resting-State Electroencephalography after Transcranial Direct Current Stimulation

(2016) Tjeerd W. Boonstra et al.   Frontiers in Human Neuroscience

A novel diagnosis system for Parkinson’s disease using complex-valued artificial neural network with k-means clustering feature weighting method

(2016) Hüseyin Gürüler   NEURAL COMPUTING & APPLICATIONS

A Comparison of Physiological Signal Analysis Techniques and Classifiers for Automatic Emotional Evaluation of Audiovisual Contents

(2016) Adrián Colomer Granero et al.   Frontiers in Computational Neuroscience

Comparative Study of Wavelet-Based Unsupervised Ocular Artifact Removal Techniques for Single-Channel EEG Data

(2016) Saleha Khatun et al.   IEEE Journal of Translational Engineering in Health and Medicine-JTEHM

Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques

(2015) Hafeez Ullah Amin et al.   AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE

The detection of epileptic seizure signals based on fuzzy entropy

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

Application of entropies for automated diagnosis of epilepsy using EEG signals: A review

(2015) U. Rajendra Acharya et al.   KNOWLEDGE-BASED SYSTEMS

Selection of Mother Wavelet Functions for Multi-Channel EEG Signal Analysis during a Working Memory Task

(2015) Noor Al-Qazzaz et al.   SENSORS

Unsupervised Eye Blink Artifact Denoising of EEG Data with Modified Multiscale Sample Entropy, Kurtosis, and Wavelet-ICA

(2015) Ruhi Mahajan et al.   IEEE Journal of Biomedical and Health Informatics

Connectivity-based approaches in stroke and recovery of function

(2014) Christian Grefkes et al.   LANCET NEUROLOGY

Spike detection approaches for noisy neuronal data: Assessment and comparison

(2014) Hamed Azami et al.   NEUROCOMPUTING

Role of EEG as Biomarker in the Early Detection and Classification of Dementia

(2014) Noor Kamal Al-Qazzaz et al.   TheScientificWorldJOURNAL

Feature Extraction and Selection for Emotion Recognition from EEG

(2014) Robert Jenke et al.   IEEE Transactions on Affective Computing

Comparative evaluation of existing and new methods for correcting ocular artifacts in electroencephalographic recordings

(2013) Murielle Kirkove et al.   SIGNAL PROCESSING

A Large Clinical Study on the Ability of Stroke Patients to Use an EEG-Based Motor Imagery Brain-Computer Interface

(2012) Kai Keng Ang et al.   CLINICAL EEG AND NEUROSCIENCE

Multivariate Multi-Scale Permutation Entropy for Complexity Analysis of Alzheimer’s Disease EEG

(2012) Francesco Carlo Morabito et al.   Entropy

Quantitative Evaluation of Artifact Removal in Real Magnetoencephalogram Signals with Blind Source Separation

(2011) Javier Escudero et al.   ANNALS OF BIOMEDICAL ENGINEERING

Classification of electroencephalogram signals with combined time and frequency features

(2011) Zafer Iscan et al.   EXPERT SYSTEMS WITH APPLICATIONS

EEG signals classification using the K-means clustering and a multilayer perceptron neural network model

(2011) Umut Orhan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automatic Artifact Rejection From Multichannel Scalp EEG by Wavelet ICA

(2011) Nadia Mammone et al.   IEEE SENSORS JOURNAL

A test of four EOG correction methods using an improved validation technique

(2010) Trieu T.H. Pham et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

EEG-based classification for elbow versus shoulder torque intentions involving stroke subjects

(2009) Jie Zhou et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Blind source separation to enhance spectral and non-linear features of magnetoencephalogram recordings. Application to Alzheimer's disease

(2009) Javier Escudero et al.   MEDICAL ENGINEERING & PHYSICS

MCI patients’ EEGs show group differences between those who progress and those who do not progress to AD

(2009) D.V. Moretti et al.   NEUROBIOLOGY OF AGING

Combined neural network model employing wavelet coefficients for EEG signals classification

(2008) Elif Derya Übeyli   DIGITAL SIGNAL PROCESSING