Cargando…

A Fast Approach to Removing Muscle Artifacts for EEG with Signal Serialization Based Ensemble Empirical Mode Decomposition

An electroencephalogram (EEG) is an electrophysiological signal reflecting the functional state of the brain. As the control signal of the brain–computer interface (BCI), EEG may build a bridge between humans and computers to improve the life quality for patients with movement disorders. The collect...

Descripción completa

Detalles Bibliográficos
Autores principales:	Dai, Yangyang, Duan, Feng, Feng, Fan, Sun, Zhe, Zhang, Yu, Caiafa, Cesar F., Marti-Puig, Pere, Solé-Casals, Jordi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8465074/ https://www.ncbi.nlm.nih.gov/pubmed/34573795 http://dx.doi.org/10.3390/e23091170

Ejemplares similares

Graph Empirical Mode Decomposition-Based Data Augmentation Applied to Gifted Children MRI Analysis
por: Chen, Xuning, et al.
Publicado: (2022)

Common Methodology for Cardiac and Ocular Artifact Suppression from EEG Recordings by Combining Ensemble Empirical Mode Decomposition with Regression Approach
por: Patel, Rajesh, et al.
Publicado: (2017)

A New Method to Generate Artificial Frames Using the Empirical Mode Decomposition for an EEG-Based Motor Imagery BCI
por: Dinarès-Ferran, Josep, et al.
Publicado: (2018)

EOG Artifact Correction from EEG Recording Using Stationary Subspace Analysis and Empirical Mode Decomposition
por: Zeng, Hong, et al.
Publicado: (2013)

Fast multidimensional ensemble empirical mode decomposition for the analysis of big spatio-temporal datasets
por: Wu, Zhaohua, et al.
Publicado: (2016)

Ensemble Empirical Mode Decomposition Analysis of EEG Data Collected during a Contour Integration Task
por: Al-Subari, Karema, et al.
Publicado: (2015)

Detecting Epileptic Seizures in EEG Signals with Complementary Ensemble Empirical Mode Decomposition and Extreme Gradient Boosting
por: Wu, Jiang, et al.
Publicado: (2020)

Towards Semi-Automatic Artifact Rejection for the Improvement of Alzheimer’s Disease Screening from EEG Signals
por: Solé-Casals, Jordi, et al.
Publicado: (2015)

Arrhythmia ECG Noise Reduction by Ensemble Empirical Mode Decomposition
por: Chang, Kang-Ming
Publicado: (2010)

A Novel Method Based on Combination of Independent Component Analysis and Ensemble Empirical Mode Decomposition for Removing Electrooculogram Artifacts From Multichannel Electroencephalogram Signals
por: Teng, Chao-Lin, et al.
Publicado: (2021)

A Human ECG Identification System Based on Ensemble Empirical Mode Decomposition
por: Zhao, Zhidong, et al.
Publicado: (2013)

Fault Diagnosis of Rotating Machinery Based on an Adaptive Ensemble Empirical Mode Decomposition
por: Lei, Yaguo, et al.
Publicado: (2013)

Refactoring and Optimization of Bridge Dynamic Displacement Based on Ensemble Empirical Mode Decomposition
por: Zou, Yingquan, et al.
Publicado: (2019)

An approach using ensemble empirical mode decomposition to remove noise from prototypical observations on dam safety
por: Su, Huaizhi, et al.
Publicado: (2016)

Stress Wave Signal Denoising Using Ensemble Empirical Mode Decomposition and an Instantaneous Half Period Model
por: Fang, Yi-Ming, et al.
Publicado: (2011)

Removal of muscular artifacts in EEG signals: a comparison of linear decomposition methods
por: Frølich, Laura, et al.
Publicado: (2018)

Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition
por: Hansen, Sofie Therese, et al.
Publicado: (2019)

Analysis of Gamma-Band Activity from Human EEG Using Empirical Mode Decomposition
por: Amo, Carlos, et al.
Publicado: (2017)

Low-Density EEG for Neural Activity Reconstruction Using Multivariate Empirical Mode Decomposition
por: Soler, Andres, et al.
Publicado: (2020)

The Quasi-Biennial Vertical Oscillations at Global GPS Stations: Identification by Ensemble Empirical Mode Decomposition
por: Pan, Yuanjin, et al.
Publicado: (2015)

Noise Eliminated Ensemble Empirical Mode Decomposition Scalogram Analysis for Rotating Machinery Fault Diagnosis
por: Faysal, Atik, et al.
Publicado: (2021)

Analysis of the Nonlinear Trends and Non-Stationary Oscillations of Regional Precipitation in Xinjiang, Northwestern China, Using Ensemble Empirical Mode Decomposition
por: Guo, Bin, et al.
Publicado: (2016)

Investigating Properties of the Cardiovascular System Using Innovative Analysis Algorithms Based on Ensemble Empirical Mode Decomposition
por: Yeh, Jia-Rong, et al.
Publicado: (2012)

Fluorescence Intrinsic Characterization of Excitation-Emission Matrix Using Multi-Dimensional Ensemble Empirical Mode Decomposition
por: Chang, Chi-Ying, et al.
Publicado: (2013)

Cardiopulmonary Resuscitation Pattern Evaluation Based on Ensemble Empirical Mode Decomposition Filter via Nonlinear Approaches
por: Sadrawi, Muammar, et al.
Publicado: (2016)

A novel algorithm based on ensemble empirical mode decomposition for non-invasive fetal ECG extraction
por: Barnova, Katerina, et al.
Publicado: (2021)

Empirical mode decomposition with missing values
por: Kim, Donghoh, et al.
Publicado: (2016)

Multi-scale causality analysis between COVID-19 cases and mobility level using ensemble empirical mode decomposition and causal decomposition
por: Cho, Jung-Hoon, et al.
Publicado: (2022)

Ultrasonic Flaw Echo Enhancement Based on Empirical Mode Decomposition
por: Feng, Wei, et al.
Publicado: (2019)

Extraction of single-trial cortical beta oscillatory activities in EEG signals using empirical mode decomposition
por: Yeh, Chia-Lung, et al.
Publicado: (2010)

Gyroscope-Driven Mouse Pointer with an EMOTIV(®) EEG Headset and Data Analysis Based on Empirical Mode Decomposition
por: Rosas-Cholula, Gerardo, et al.
Publicado: (2013)

Non-invasive monitoring of cardiac function through Ballistocardiogram: an algorithm integrating short-time Fourier transform and ensemble empirical mode decomposition
por: Feng, Jingda, et al.
Publicado: (2023)

Muscle Fatigue Analysis With Optimized Complementary Ensemble Empirical Mode Decomposition and Multi-Scale Envelope Spectral Entropy
por: Zhao, Juan, et al.
Publicado: (2020)

Using Complementary Ensemble Empirical Mode Decomposition and Gated Recurrent Unit to Predict Landslide Displacements in Dam Reservoir
por: Yang, Beibei, et al.
Publicado: (2022)

Application of multi-layer denoising based on ensemble empirical mode decomposition in extraction of fault feature of rotating machinery
por: Gao, Kangping, et al.
Publicado: (2021)

Bearing Fault Diagnosis Using Piecewise Aggregate Approximation and Complete Ensemble Empirical Mode Decomposition with Adaptive Noise
por: Hu, Lei, et al.
Publicado: (2022)

A Hybrid Model for Coronavirus Disease 2019 Forecasting Based on Ensemble Empirical Mode Decomposition and Deep Learning
por: Liu, Shidi, et al.
Publicado: (2022)

A Machine Learning Approach for Predicting Non-Suicidal Self-Injury in Young Adults
por: Marti-Puig, Pere, et al.
Publicado: (2022)

Localization of Active Brain Sources From EEG Signals Using Empirical Mode Decomposition: A Comparative Study
por: Muñoz-Gutiérrez, Pablo Andrés, et al.
Publicado: (2018)

Cerebral cortex layer segmentation using diffusion magnetic resonance imaging in vivo with applications to laminar connections and working memory analysis
por: Zhang, Jie, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_jchdkbjrd6vh0e0a6ac6k537il