Computer Software tool for heart rate variability (HRV), T-wave alternans (TWA) and heart rate turbulence (HRT) analysis from ECGs

被引:6
|
作者
Kudrynski, Krzysztof [1 ]
Strumillo, Pawel [1 ]
Ruta, Jan [2 ]
机构
[1] Tech Univ Lodz, Inst Elect, PL-90924 Lodz, Poland
[2] Tech Univ Lodz, Dept Electrocardiol, PL-90924 Lodz, Poland
来源
MEDICAL SCIENCE MONITOR | 2011年 / 17卷 / 09期
关键词
ECG; HRV; HRT; TWA; computed ECG analysis; RISK STRATIFICATION; SOCIETY; DEATH;
D O I
10.12659/MSM.881919
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background: This paper presents a software package for quantitative evaluation of heart rate variability (HMI), heart rate turbulence (HRT), and T-wave alternans (TWA) from ECG recordings. The software has been developed for the purpose of scientific research rather than clinical diagnosis. Material/Methods: The software is written in Matlab Mathematical Language. Procedures for evaluation of HMI, HRT and TWA were implemented. HRV analysis was carried out by applying statistical and spectral parametric and nonparametric methods. HRT parameters were derived using the Schmidt algorithm. TWA analysis was performed both in spectral and in time domain by applying Poincare mapping. A flexibility of choosing from a number of classical modelling approaches and their modifications was foreseen and implemented. The software underwent preliminary verification tests both on ECGs from the Physionet online ECG signal repository and recordings taken at the Department of Electrocardiology of the Medical University Hospital in Lodz. Results: The result of the research is a program enabling simultaneous analysis of a number of parameters computed from ECG recordings with the use of the indicated analysis methods. The program offers options to preview the intermediate results and to alter the preprocessing steps. Conclusions: By offering the possibility to cross-validate the results of analyses obtained by several methods and to preview the intermediate analysis steps, the program can serve as a helpful aid for clinicians in comprehensive research studies. The software tool can also be utilized in training programs for students and medical personnel.
引用
收藏
页码:MT63 / MT71
页数:9
相关论文
共 50 条
  • [1] T-Wave Alternans Hysteresis on Heart Rate
    Burattini, Laura
    Man, Sumche
    Fioretti, Sandro
    Di Nardo, Francesco
    Swenne, Cees A.
    [J]. 2015 COMPUTING IN CARDIOLOGY CONFERENCE (CINC), 2015, 42 : 1205 - 1208
  • [2] Heart-Rate Dependency of T-Wave Alternans During the Exercise and Recovery TWA dependency on herat rate
    Burattini, L.
    Agostinelli, A.
    Fioretti, S.
    Di Nardo, F.
    Man, S.
    Swenne, C. A.
    [J]. 2015 12TH INTERNATIONAL WORKSHOP ON INTELLIGENT SOLUTIONS IN EMBEDDED SYSTEMS (WISES), 2015, : 51 - 55
  • [3] T-Wave Alternans and Heart Rate Turbulence in Patients After Myocardial Infarction
    Madias, John E.
    [J]. CIRCULATION JOURNAL, 2013, 77 (03) : 829 - 829
  • [4] Development of T-wave alternans and heart rate variability after myocardial infarction
    Patzak, AR
    Patzak, G
    Kupsch, E
    Theres, H
    Mrowka, R
    [J]. FASEB JOURNAL, 2006, 20 (04): : A324 - A324
  • [5] T-Wave Alternans and Heart Rate Turbulence in Patients After Myocardial Infarction - Reply
    Hoshida, Kyoko
    Miwa, Yosuke
    Miyakoshi, Mutsumi
    Tsukada, Takehiro
    Yusu, Satoru
    Yoshino, Hideaki
    Ikeda, Takanori
    [J]. CIRCULATION JOURNAL, 2013, 77 (03) : 830 - 830
  • [6] Kubios HRV - Heart rate variability analysis software
    Tarvainen, Mika P.
    Niskanen, Juha-Pekka
    Lipponen, Jukka A.
    Ranta-aho, Perttu O.
    Karjalainen, Pasi A.
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2014, 113 (01) : 210 - 220
  • [7] Aerobic Exercise Affects T-wave Alternans and Heart Rate Variability in Postmenopausal Women
    Shen, T. -W.
    Wen, H. -J.
    [J]. INTERNATIONAL JOURNAL OF SPORTS MEDICINE, 2013, 34 (12) : 1099 - 1105
  • [8] Heart Rate Turbulence and T-Wave Alternans in Patients with Coronary Artery Disease: The Influence of Diabetes
    Perkiomaki, Juha
    Exner, Derek V.
    Piira, Olli-Pekka
    Kavanagh, Katherine
    Lepojarvi, Samuli
    Talajic, Mario
    Karvonen, Jarkko
    Philippon, Francois
    Junttila, Juhani
    Coutu, Benoit
    Huikuri, Heikki
    [J]. ANNALS OF NONINVASIVE ELECTROCARDIOLOGY, 2015, 20 (05) : 481 - 487
  • [9] Chandes and relationships of T-wave alternans and heart rate turbulence in patients after myocardial infarction
    Okisheva, E.
    Tsaregorodtsev, D.
    Sulimov, V.
    [J]. EUROPEAN HEART JOURNAL SUPPLEMENTS, 2010, 12 (0F) : F30 - F30
  • [10] T-wave alternans magnitude, T-wave amplitude, and heart rate: Commentary on "Characterization of T Wave Alternans With Ambulatory Electrocardiography"
    Madias, John E.
    [J]. BIOLOGICAL RESEARCH FOR NURSING, 2008, 9 (04) : 269 - 270