4.6 Article

Isolation of multiple electrocardiogram artifacts using independent vector analysis

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Engineering, Biomedical

A deep learning-based framework For ECG signal denoising based on stacked cardiac cycle tensor

Arash Rasti-Meymandi et al.

Summary: This paper introduces a novel deep learning-based ECG denoising method that exploits the periodicity of ECG signals to achieve efficient and robust denoising results. By conducting experiments on the MIT-BIH Arrhythmia database, the proposed approach has shown superiority over existing state-of-the-art methods in terms of RMSE and SNRimp.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2022)

Article Computer Science, Information Systems

Grounding Grid Fault Diagnosis With Emphasis on Substation Electromagnetic Interference

Aamir Qamar et al.

Summary: This paper presents a gradient electromagnetic method combined with Independent Vector Analysis (IVA) for grounding grid fault diagnosis. It considers both breakpoints and percentage corrosion. The method compares the calculated resistivity with the designed resistivity and utilizes IVA to isolate the grounding grid signal from electromagnetic interference (EMI).

IEEE ACCESS (2022)

Article Engineering, Biomedical

ECG denoising based on successive local filtering

Nasser Mourad

Summary: A new algorithm for denoising ECG data contaminated by wideband noise is proposed, which utilizes successive local filtering and ideal filters to remove noise and significantly improve the results.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2022)

Article Rehabilitation

High-Density Surface EMG Denoising Using Independent Vector Analysis

Kun Wang et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2020)

Article Chemistry, Multidisciplinary

Preprocessing for Lessening the Influence of Eye Artifacts in EEG Analysis

Alejandro Villena et al.

APPLIED SCIENCES-BASEL (2019)

Article Cardiac & Cardiovascular Systems

Silent Myocardial Infarction and Long-Term Risk of Heart Failure The ARIC Study

Waqas T. Qureshi et al.

JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY (2018)

Article Emergency Medicine

Detection of STEMI Using Prehospital Serial 12-Lead Electrocardiograms

Alain Tanguay et al.

PREHOSPITAL EMERGENCY CARE (2018)

Article Materials Science, Multidisciplinary

Bluetooth Low Energy-Based Washable Wearable Activity Motion and Electrocardiogram Textronic Monitoring and Communicating System

Xuyuan Tao et al.

ADVANCED MATERIALS TECHNOLOGIES (2018)

Article Medicine, General & Internal

Improving Remote Health Monitoring: A Low-Complexity ECG Compression Approach

Mohamed Elgendi et al.

DIAGNOSTICS (2018)

Article Engineering, Biomedical

Deep Arm/Ear-ECG Image Learning for Highly Wearable Biometric Human Identification

Qingxue Zhang et al.

ANNALS OF BIOMEDICAL ENGINEERING (2018)

Article Computer Science, Artificial Intelligence

Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signals

U. Rajendra Acharya et al.

NEURAL COMPUTING & APPLICATIONS (2017)

Article Telecommunications

ICA Based MIMO Transceiver For Time Varying Wireless Channels Utilizing Smaller Data Blocks Lengths

Zahoor Uddin et al.

WIRELESS PERSONAL COMMUNICATIONS (2017)

Article Computer Science, Information Systems

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals

U. Rajendra Acharya et al.

INFORMATION SCIENCES (2017)

Article Computer Science, Information Systems

ECG Denoising Using Marginalized Particle Extended Kalman Filter With an Automatic Particle Weighting Strategy

Hamed Danandeh Hesar et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2017)

Article Engineering, Biomedical

Heartbeat classification using projected and dynamic features of ECG signal

Shanshan Chen et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2017)

Article Biology

Noise detection on ECG based on agglomerative clustering of morphological features

Joao Rodrigues et al.

COMPUTERS IN BIOLOGY AND MEDICINE (2017)

Article Engineering, Electrical & Electronic

Independent Vector Analysis Applied to Remove Muscle Artifacts in EEG Data

Xun Chen et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2017)

Article Engineering, Biomedical

Characterization of coronary artery disease using flexible analytic wavelet transform applied on ECG signals

Mohit Kurnar et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2017)

Article Computer Science, Information Systems

Deep learning approach for active classification of electrocardiogram signals

M. M. Al Rahhal et al.

INFORMATION SCIENCES (2016)

Article Engineering, Biomedical

Segmented beat modulation method for electrocardiogram estimation from noisy recordings

Angela Agostinelli et al.

MEDICAL ENGINEERING & PHYSICS (2016)

Article Mathematical & Computational Biology

Separation of Maternal and Fetal ECG Signals Using Improved Independent Vector Analysis

D. Sugumar et al.

JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS (2016)

Article Engineering, Biomedical

Artifacts-matched blind source separation and wavelet transform for multichannel EEG denoising

Md Rakibul Mowla et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2015)

Article Engineering, Biomedical

Independent Vector Analysis for Gradient Artifact Removal in Concurrent EEG-fMRI Data

Partha Pratim Acharjee et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2015)

Article Telecommunications

Applications of Independent Component Analysis in Wireless Communication Systems

Zahoor Uddin et al.

WIRELESS PERSONAL COMMUNICATIONS (2015)

Article Engineering, Electrical & Electronic

Independent Vector Analysis: Identification Conditions and Performance Bounds

Matthew Anderson et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2014)

Article Engineering, Electrical & Electronic

Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis

Matthew Anderson et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2012)

Article Biophysics

RANDOM NOISE CANCELLATION IN BIOMEDICAL SIGNALS USING VARIABLE STEP SIZE GRIFFITH LMS ADAPTIVE LINE ENHANCER

Veena N. Hegde et al.

JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY (2012)

Article Computer Science, Information Systems

Gaussian Noise Filtering from ECG by Wiener Filter and Ensemble Empirical Mode Decomposition

Kang-Ming Chang et al.

JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY (2011)

Article Clinical Neurology

Electromyogenic Artifacts and Electroencephalographic Inferences

Alexander J. Shackman et al.

BRAIN TOPOGRAPHY (2009)

Article Engineering, Electrical & Electronic

Joint Blind Source Separation by Multiset Canonical Correlation Analysis

Yi-Ou Li et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2009)

Article Engineering, Biomedical

Multichannel electrocardiogram decomposition using periodic component analysis

Reza Sameni et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2008)

Article Engineering, Biomedical

Convolutive blind source separation algorithms applied to the electrocardiogram of atrial fibrillation:: Study of performance

Carlos Vaya et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2007)

Article Engineering, Electrical & Electronic

Multichannel ECG and noise modeling: Application to maternal and fetal ECG signals

Reza Sameni et al.

EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING (2007)

Article Acoustics

Blind source separation exploiting higher-order frequency dependencies

Taesu Kim et al.

IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING (2007)

Article Engineering, Biomedical

Canonical correlation analysis applied to remove muscle artifacts from the electroencephalogram

Wim De Clercq et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2006)

Article Engineering, Biomedical

Fetal electrocardiogram extraction by sequential source separation in the wavelet domain

MG Jafari et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2005)

Article Clinical Neurology

Independent component analysis removing artifacts in ictal recordings

E Urrestarazu et al.

EPILEPSIA (2004)

Article Engineering, Biomedical

Atrial activity extraction for atrial fibrillation analysis using blind source separation

JJ Rieta et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2004)

Article Engineering, Biomedical

Noninvasive fetal electrocardiogram extraction: Blind separation versus adaptive noise cancellation

V Zarzoso et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2001)