Removing eye blink artefacts from EEG-A single-channel physiology-based method.

No abstract is available for this paper.

• Publication year

  2017

• Venue

  Journal of Neuroscience Methods

• Publication date

  2017-11-01

• Fields of study

  Medicine, Computer Science

• Identifiers
  DOI 10.1016/j.jneumeth.2017.08.031PMID 28860078
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Variability of ICA decomposition may impact EEG signals when used to remove eyeblink artifacts.

  2017influential reference
• Eeglab – an Open Source Matlab Toolbox for Electrophysiological Research

  2013cited by this paper
• In Silico Medicine Approach to Predict Changes in Human Vertebrae Due to Osteoporosis and Treatment

  2013cited by this paper
• Real time eye blink noise removal from EEG signals using morphological component analysis

  2013cited by this paper
• ADJUST: An automatic EEG artifact detector based on the joint use of spatial and temporal features.

  2011cited by this paper
• Artifact removal in EEG using Morphological Component Analysis

  2009cited by this paper
• On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics.

  2008cited by this paper
• EMG and EOG artifacts in brain computer interface systems: A survey.

  2007cited by this paper
• A fully automated correction method of EOG artifacts in EEG recordings.

  2007cited by this paper
• Wavelet-ICA methodology for efficient artifact removal from Electroencephalographic recordings

  2007influential reference
• Online Artifact Removal for Brain-Computer Interfaces Using Support Vector Machines and Blind Source Separation

  2007cited by this paper
• EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis.

  2004cited by this paper
• Analysis and visualization of single‐trial event‐related potentials

  2001cited by this paper
• EOG correction: which regression should we use?

  2000cited by this paper
• Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects.

  2000cited by this paper
• Removal of ocular artifact from the EEG: a review.

  2000cited by this paper
• Dealing with artifacts: The EOG contamination of the event-related brain potential

  1998influential reference
• Extraction of ocular artefacts from EEG using independent component analysis.

  1997cited by this paper
• An Information-Maximization Approach to Blind Separation and Blind Deconvolution

  1995influential reference
• Blinking and associated eye movements in humans, guinea pigs, and rabbits.

  1984cited by this paper
• A new method for off-line removal of ocular artifact.

  1983cited by this paper
• Clinical applications of spectral analysis and extraction of features from electroencephalograms with slow waves in adult patients.

  1973cited by this paper

• Cross-domain Spatio-temporal and Multi-scale Residual Attention Mechanisms for Robust EEG Motor Imagery Classification

  2025cites this paper
• Single-channel EOG artifact removal using fixed frequency EWT and GMETV filter

  2025cites this paper
• A method of EEG signal feature extraction based on hybrid DWT and EMD

  2025cites this paper
• Eye-blink artifact removal in single-channel electroencephalogram using K-means and Savitzky Golay–singular Spectrum Analysis hybrid technique

  2025cites this paper
• Is lack of goal-conflict-specific rhythmicity a biomarker for treatment resistance in generalised anxiety but not social anxiety or major depression?

  2024cites this paper
• Design recommendations for voluntary blink interactions based on pressure sensors

  2024cites this paper
• A novel adaptive artifacts wavelet Denoising for EEG artifacts removal using deep learning with Meta-heuristic approach

  2023influential citation
• The effects of distraction on younger drivers: A neurophysiological perspective.

  2023cites this paper
• Circulant Singular Spectrum Analysis and Discrete Wavelet Transform for Automated Removal of EOG Artifacts from EEG Signals

  2023cites this paper
• Estimation of EOG artifacts from EEG signal by Orthogonal Matching Pursuit and thresholding

  2023cites this paper
• The importance of ocular artifact removal in single-trial ERP analysis: The case of the N250 in face learning

  2023cites this paper
• On the Treatment and Diagnosis of Attention Deficit Hyperactivity Disorder with EEG Assistance

  2022cites this paper
• Influence of Auditory Cues on the Neuronal Response to Naturalistic Visual Stimuli in a Virtual Reality Setting

  2022cites this paper
• EOG Eye Blink Artifact Removal using Multivariate Variational Mode Decomposition and PCA

  2022cites this paper
• Ocular artifact elimination from electroencephalography signals: A systematic review

  2021cites this paper
• Research on removal algorithm of EOG artifacts in single-channel EEG signals based on CEEMDAN-BD

  2021cites this paper
• Laterality of an EEG anxiety disorder biomarker largely follows handedness.

  2021cites this paper
• Eye-blink artifact removal from single channel EEG with k-means and SSA

  2021cites this paper
• Frequency bands based on EEG typing for biometric authentication

  2021cites this paper
• Review of challenges associated with the EEG artifact removal methods

  2021cites this paper
• Removal of eye blink artifacts from EEG signal using morphological modeling and orthogonal projection

  2021cites this paper
• Progress and Challenges in Physiological Artifacts' Detection in Electroencephalographic Readings.

  2021cites this paper
• Performance Analysis Between Feature Extraction and Fusion in Familiar and Unfamiliar Typing Biometric Authentication

  2021cites this paper
• Combining Action Observation Treatment with a Brain–Computer Interface System: Perspectives on Neurorehabilitation

  2021cites this paper
• Eye Blink Artefact Removal of Single Frontal EEG Channel Algorithm using Ensemble Empirical Mode Decomposition and Outlier Detection

  2021cites this paper
• An improved algorithm for efficient ocular artifact suppression from frontal EEG electrodes using VMD

  2020cites this paper
• Trait depressivity prediction with EEG signals via LSBoost

  2020cites this paper
• SSVEP Enhancement Using Moving Average Filter Controlled by Phase Features

  2020cites this paper
• Goal-Conflict EEG Theta and Biased Economic Decisions: A Role for a Second Negative Motivation System

  2020cites this paper
• Discriminating cerebral palsy by quantifying ocular motion

  2020cites this paper
• Improved energy efficient design in software defined wireless electroencephalography sensor networks (WESN) using distributed architecture to remove artifact

  2020cites this paper
• Good data? The EEG Quality Index for Automated Assessment of Signal Quality

  2019cites this paper
• Does behavioural inhibition system dysfunction contribute to Attention Deficit Hyperactivity Disorder?

  2019cites this paper
• Is Goal Conflict Specific Rhythmicity a Biomarker for a Type of Clinical Anxiety

  2018cites this paper
• Ketamine Effects on EEG during Therapy of Treatment-Resistant Generalized Anxiety and Social Anxiety

  2018cites this paper