4.7 Article

A two-step pre-processing tool to remove Gaussian and ectopic noise for heart rate variability 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 Mathematical & Computational Biology

The Role ofp-Values in Judging the Strength of Evidence and Realistic Replication Expectations

Eric W. Gibson

Summary: This article discusses the role of p-values in scientific research and the so-called replication crisis, emphasizing the problems caused by excessive optimism and proposing solutions.

STATISTICS IN BIOPHARMACEUTICAL RESEARCH (2021)

Article Engineering, Biomedical

A denoising performance comparison based on ECG Signal Decomposition and local means filtering

Mohamed Sraitih et al.

Summary: The research investigates a hybrid system for denoising ECG signals that can handle different types of noises. The Ensemble Empirical Mode Decomposition (EEMD) followed by local means (LM) outperforms all comparison methods in most cases, showing effectiveness in maintaining signal features while minimizing distortion.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2021)

Article Physics, Multidisciplinary

Influence of Ectopic Beats on Heart Rate Variability Analysis

Lina Zhao et al.

Summary: The study found that different numbers of ectopic beats affect HRV parameters, with the degree of influence increasing as the number of ectopic beats increases. Among the four indices, Pt-SampEn shows better robustness to ectopic beats.

ENTROPY (2021)

Article Computer Science, Information Systems

Revisiting Left Ventricular Ejection Fraction Levels: A Circadian Heart Rate Variability-Based Approach

Mohanad Alkhodari et al.

Summary: This study aimed to investigate the ability of heart rate variability (HRV) in categorizing CAD patients into multiple LVEF groups, based on optimizing indices extracted from HRV data to form HFpEF, HFmEF, and HFrEF categories. The findings showed that HRVEF groups exhibited consistent patterns throughout the diurnal cycle, with various HRV indices playing significant roles in differentiating between HRVEF groups at different time periods.

IEEE ACCESS (2021)

Review Health Care Sciences & Services

Trends in Heart-Rate Variability Signal Analysis

Syem Ishaque et al.

Summary: HRV, as a method used to analyze the Autonomic Nervous System, has shown trends related to morbidity and stress in research. By limiting the analysis of physiological signals, a better understanding of the connection between HRV and health can be achieved, and improvements in machine learning techniques can enhance detection accuracy during motion.

FRONTIERS IN DIGITAL HEALTH (2021)

Article Medicine, Research & Experimental

Development and validation of an integrated portable heart rate variability (HRV) analysis system - STREME

S. Arvind et al.

MEDICAL HYPOTHESES (2020)

Review Engineering, Electrical & Electronic

Review of noise removal techniques in ECG signals

Shubhojeet Chatterjee et al.

IET SIGNAL PROCESSING (2020)

Article Multidisciplinary Sciences

Usefulness of heart rhythm complexity in heart failure detection and diagnosis

Cheng-Hsuan Tsai et al.

SCIENTIFIC REPORTS (2020)

Article Neurosciences

Heart rate variability as an autonomic biomarker in ischemic stroke

Natalia Buitrago-Ricaurte et al.

ARQUIVOS DE NEURO-PSIQUIATRIA (2020)

Article Biotechnology & Applied Microbiology

An Analysis of the Effects of Noisy Electrocardiogram Signal on Heartbeat Detection Performance

Ziti Fariha Mohd Apandi et al.

BIOENGINEERING-BASEL (2020)

Review Critical Care Medicine

Heart rate variability: Measurement and emerging use in critical care medicine

Brian W. Johnston et al.

JOURNAL OF THE INTENSIVE CARE SOCIETY (2020)

Article Computer Science, Information Systems

ECG signal filtering based on CEEMDAN with hybrid interval thresholding and higher order statistics to select relevant modes

Lahcen El Bouny et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2019)

Proceedings Paper Automation & Control Systems

Review and Comparison of QRS Detection Algorithms for Arrhythmia Diagnosis

Kirti et al.

PROCEEDINGS OF 2019 5TH IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMPUTING AND CONTROL (ISPCC 2K19) (2019)

Proceedings Paper Engineering, Biomedical

Effect of Ectopic Beats on Heart Rate Variability Indices in Heart Failure Patients

Chengyu Liu et al.

WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2018, VOL 2 (2019)

Article Computer Science, Information Systems

Noise Detection in Electrocardiogram Signals for Intensive Care Unit Patients

Syed Khairul Bashar et al.

IEEE ACCESS (2019)

Review Cell Biology

Heart rate variability as predictive factor for sudden cardiac death

Francesco Sessa et al.

AGING-US (2018)

Article Health Care Sciences & Services

Performance Analysis of Ten Common QRS Detectors on Different ECG Application Cases

Feifei Liu et al.

JOURNAL OF HEALTHCARE ENGINEERING (2018)

Article Biophysics

An open source benchmarked toolbox for cardiovascular waveform and interval analysis

Adriana N. Vest et al.

PHYSIOLOGICAL MEASUREMENT (2018)

Article Cardiac & Cardiovascular Systems

The sensitivity of 38 heart rate variability measures to the addition of artifact in human and artificial 24-hr cardiac recordings

Nicolas J. C. Stapelberg et al.

ANNALS OF NONINVASIVE ELECTROCARDIOLOGY (2018)

Review Clinical Neurology

Heart Rate Variability Indexes in Dementia: A Systematic Review with a Quantitative Analysis

Vanessa Pereira da Silva et al.

CURRENT ALZHEIMER RESEARCH (2018)

Article Public, Environmental & Occupational Health

Heart rate variability and lifetime risk of cardiovascular disease: the Atherosclerosis Risk in Communities Study

Yasuhiko Kubota et al.

ANNALS OF EPIDEMIOLOGY (2017)

Review Public, Environmental & Occupational Health

An Overview of Heart Rate variability Metrics and Norms

Fred Shaffer et al.

FRONTIERS IN PUBLIC HEALTH (2017)

Review Engineering, Biomedical

Ectopic beats detection and correction methods: A review

Dib Nabil et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2015)

Article Engineering, Biomedical

Matlab-based tool for ECG and HRV analysis

Barbara Mali et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2014)

Article Engineering, Biomedical

Improved complete ensemble EMD: A suitable tool for biomedical signal processing

Marcelo A. Colominas et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2014)

Article Computer Science, Interdisciplinary Applications

Kubios HRV - Heart rate variability analysis software

Mika P. Tarvainen et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2014)

Article Engineering, Electrical & Electronic

EMD-Based Filtering Using Similarity Measure Between Probability Density Functions of IMFs

Ali Komaty et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2014)

Article Engineering, Biomedical

Application of an automatic adaptive filter for Heart Rate Variability analysis

Laurita dos Santos et al.

MEDICAL ENGINEERING & PHYSICS (2013)

Proceedings Paper Engineering, Biomedical

A Review of Heart Rate Variability and its Applications

Hoang ChuDuc et al.

3RD INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND TECHNOLOGY - ICBET 2013 (2013)

Article Engineering, Biomedical

A Real-Time Automated Point-Process Method for the Detection and Correction of Erroneous and Ectopic Heartbeats

Luca Citi et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2012)

Article Biophysics

Automatic ECG quality scoring methodology: mimicking human annotators

Lars Johannesen et al.

PHYSIOLOGICAL MEASUREMENT (2012)

Review Physiology

Role of editing of R-R intervals in the analysis of heart rate variability

Mirja A. Peltola

FRONTIERS IN PHYSIOLOGY (2012)

Article Statistics & Probability

P-Value Precision and Reproducibility

Dennis D. Boos et al.

AMERICAN STATISTICIAN (2011)

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 Psychology, Mathematical

ARTiiFACT: a tool for heart rate artifact processing and heart rate variability analysis

Tobias Kaufmann et al.

BEHAVIOR RESEARCH METHODS (2011)

Article Engineering, Electrical & Electronic

Development of EMD-Based Denoising Methods Inspired by Wavelet Thresholding

Yannis Kopsinis et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2009)

Review Computer Science, Interdisciplinary Applications

Heart rate variability: a review

U. Rajendra Acharya et al.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (2006)

Article Cardiac & Cardiovascular Systems

Treating patients with ventricular ectopic beats

G. Andre Ng

Article Cardiac & Cardiovascular Systems

Sometimes higher heart rate variability is not better heart rate variability: Results of graphical and nonlinear analyses

PK Stein et al.

JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY (2005)

Article Physics, Fluids & Plasmas

Multiscale entropy analysis of biological signals

M Costa et al.

PHYSICAL REVIEW E (2005)

Article Engineering, Biomedical

Dynamical model for generating synthetic electrocardiogram signals

PE McSharry et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2003)

Article Engineering, Biomedical

Analysis of heart rate variability in the presence of ectopic beats using the heart timing signal

J Mateo et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2003)

Article Cardiac & Cardiovascular Systems

Ectopic beats in heart rate variability analysis: Effects of editing on time and frequency domain measures

MA Salo et al.

ANNALS OF NONINVASIVE ELECTROCARDIOLOGY (2001)