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

被引：234
作者：
Kaufmann, Tobias [1 ]
Suetterlin, Stefan [2 ]
Schulz, Stefan M. [1 ]
Voegele, Claus [2 ]
机构：
[1] Univ Wurzburg, Dept Psychol 1, D-97070 Wurzburg, Germany
[2] Univ Luxembourg, Res Unit INSIDE, L-7220 Walferdange, Luxembourg
来源：
BEHAVIOR RESEARCH METHODS | 2011年 / 43卷 / 04期
关键词：
Heart rate variability; ECG artifact processing; Electrocardiogram; Analysis software; RESPIRATORY SINUS ARRHYTHMIA; SIGNAL; HRV;
D O I：
10.3758/s13428-011-0107-7
中图分类号：
B841 [心理学研究方法];
学科分类号：
040201 ;
摘要：
The importance of appropriate handling of artifacts in interbeat interval (IBI) data must not be underestimated. Even a single artifact may cause unreliable heart rate variability (HRV) results. Thus, a robust artifact detection algorithm and the option for manual intervention by the researcher form key components for confident HRV analysis. Here, we present ARTiiFACT, a software tool for processing electrocardiogram and IBI data. Both automated and manual artifact detection and correction are available in a graphical user interface. In addition, ARTiiFACT includes time- and frequency-based HRV analyses and descriptive statistics, thus offering the basic tools for HRV analysis. Notably, all program steps can be executed separately and allow for data export, thus offering high flexibility and interoperability with a whole range of applications.
引用
收藏
页码：1161 / 1170
页数：10
相关论文
共 23 条
[1]   The many metrics of cardiac chronotropy: A pragmatic primer and a brief comparison of metrics [J].
Allen, John J. B. ;
Chambers, Andrea S. ;
Towers, David N. .
BIOLOGICAL PSYCHOLOGY, 2007, 74 (02) :243-262
[2]  
[Anonymous], 1995, HEART RATE VARIABILI
[3]   Heart rate variability as an index of regulated emotional responding [J].
Appelhans, Bradley M. ;
Luecken, Linda J. .
REVIEW OF GENERAL PSYCHOLOGY, 2006, 10 (03) :229-240
[4]   THE CENTRAL AUTONOMIC NETWORK - FUNCTIONAL-ORGANIZATION, DYSFUNCTION, AND PERSPECTIVE [J].
BENARROCH, EE .
MAYO CLINIC PROCEEDINGS, 1993, 68 (10) :988-1001
[5]   AN APPROACH TO ARTIFACT IDENTIFICATION - APPLICATION TO HEART PERIOD DATA [J].
BERNTSON, GG ;
QUIGLEY, KS ;
JANG, JF ;
BOYSEN, ST .
PSYCHOPHYSIOLOGY, 1990, 27 (05) :586-598
[6]  
Berntson GG, 1998, PSYCHOPHYSIOLOGY, V35, P127, DOI 10.1017/S0048577298001541
[7]  
Camm AJ, 1996, EUR HEART J, V17, P354
[8]   Quantifying errors in spectral estimates of HRV due to beat, replacement and resampling [J].
Clifford, GD ;
Tarassenko, L .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2005, 52 (04) :630-638
[9]   Methamphetamine craving induced in an online virtual reality environment [J].
Culbertson, Christopher ;
Nicolas, Sam ;
Zaharovits, Itay ;
London, Edythe D. ;
De la Garza, Richard, II ;
Brody, Arthur L. ;
Newton, Thomas F. .
PHARMACOLOGY BIOCHEMISTRY AND BEHAVIOR, 2010, 96 (04) :454-460
[10]   Toward understanding respiratory sinus arrhythmia: Relations to cardiac vagal tone, evolution and biobehavioral functions [J].
Grossman, Paul ;
Taylor, Edwin W. .
BIOLOGICAL PSYCHOLOGY, 2007, 74 (02) :263-285
123