How Many Leads Are Necessary for a Reliable Reconstruction of Surface Potentials During Atrial Fibrillation?

被引:18
作者
de la Salud Guillem, Maria [1 ]
Bollmann, Andreas [2 ]
Climent, Andreu M. [1 ]
Husser, Daniela [2 ]
Millet-Roig, Jose [1 ]
Castells, Francisco [1 ]
机构
[1] Univ Politecn Valencia, Inst Aplicac Tecnol Informac & Comunicac Avanzada, Valencia 46022, Spain
[2] Univ Leipzig, Ctr Heart, Dept Electrophysiol, DE-04289 Leipzig, Germany
来源
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE | 2009年 / 13卷 / 03期
关键词
Atrial fibrillation (AF); body surface potential mapping (BSPM); ECG; lead systems; WAVE MYOCARDIAL-INFARCTION; 12-LEAD ELECTROCARDIOGRAM; BRUGADA-SYNDROME; DIAGNOSIS; ECG; MAP; SELECTION; SYSTEMS;
D O I
10.1109/TITB.2008.2011894
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this study, we aimed at determining how many leads are necessary for accurately reconstructing ECG potentials during atrial fibrillation (AF) on the body surface. Although the standard ECG is appropriate for the detection of this arrhythmia, its accuracy for extracting other diagnostic features or constructing surface potential maps may not be optimal. We evaluated the suitability of the standard ECG in AF and proposed a new lead system for improving the information content of AF signals in limited lead systems. We made use of 64-lead body surface potential mapping recordings of 17 patients during AF and 18 healthy subjects. Lead selection was performed by making use of a lead selection algorithm proposed by Lux, and error curves were calculated for increasing number of selected leads for QRS complexes and P waves from healthy subjects and AF signals. From our results, at least 23 leads are needed in order to have the same degree of accuracy in the derivation of AF waves as the 12-lead ECG for a normal QRS complex (25% error). The 12-lead ECG allows a reconstruction of surface potentials with 53% error. If a limited lead set is to be chosen, a repositioning of only four electrodes from the standard ECG reduces reconstruction error in 11%. This repositioning of electrodes may include more right anterior electrodes and one posterior electrode.
引用
收藏
页码:330 / 340
页数:11
相关论文
共 37 条
[1]   Analysis of the extension of Q-waves after infarction with body surface map:: Relationship with infarct size [J].
Bodi, Vicente ;
Sanchis, Juan ;
Guillem, Maria S. ;
Nunez, Julio ;
Lopez-Lereu, Maria P. ;
Gomez, Cristina ;
Moratal, David ;
Chorro, Francisco J. ;
Millet, Jose ;
Llacer, Angel .
INTERNATIONAL JOURNAL OF CARDIOLOGY, 2006, 111 (03) :399-404
[2]   Body surface potential mapping in patients with Brugada syndrome: right precordial ST segment variations and reverse changes in left precordial leads [J].
Bruns, HJ ;
Eckardt, L ;
Vahlhaus, C ;
Schulze-Bahr, E ;
Haverkamp, W ;
Borggrefe, M ;
Breithardt, G ;
Wichter, T .
CARDIOVASCULAR RESEARCH, 2002, 54 (01) :58-66
[3]   Estimation of atrial fibrillatory wave from single-lead atrial fibrillation electrocardiograms using principal component analysis concepts [J].
Castells, F ;
Mora, C ;
Rieta, JJ ;
Moratal-Pérez, D ;
Millet, J .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2005, 43 (05) :557-560
[4]  
FINLAY DD, 2006, BMC MED INFORM DECIS, V17, P6
[5]   Optimal electrocardiographic lead systems: Practical scenarios in smart clothing and wearable health systems [J].
Finlay, Dewar D. ;
Nugent, Chris D. ;
Donnelly, Mark P. ;
McCullagh, Paul J. ;
Black, Norman D. .
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2008, 12 (04) :433-441
[6]   Optimizing the 12-lead electrocardiogram: a data driven approach to locating alternative recording sites [J].
Finlay, Dewar D. ;
Nugent, Chris D. ;
Kors, Jan A. ;
van Herpen, Gerard ;
Donnelly, Mark P. ;
McCullagh, Paul J. ;
Black, Norman D. .
JOURNAL OF ELECTROCARDIOLOGY, 2007, 40 (03) :292-299
[7]   Derivation of an optimal lead set for measuring ectopic atrial activation from the pulmonary veins by using body surface mapping [J].
Gerstenfeld, EP ;
SippensGroenewegen, A ;
Lux, RL ;
Lesh, MD .
JOURNAL OF ELECTROCARDIOLOGY, 2000, 33 :179-185
[8]   Evaluation of lead selection methods for optimal reconstruction of body surface potentials [J].
Guillem, M. Salud ;
Castells, Francisco ;
Climent, Andreu M. ;
Bodi, Vicent ;
Chorro, F. Javier ;
Millet, Jose .
JOURNAL OF ELECTROCARDIOLOGY, 2008, 41 (01) :26-34
[9]   Noninvasive Mapping of Human Atrial Fibrillation [J].
Guillem, Maria S. ;
Climent, Andreu M. ;
Castells, Francisco ;
Husser, Daniela ;
Millet, Jose ;
Arya, Arash ;
Piorkowski, Christopher ;
Bollmann, Andreas .
JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY, 2009, 20 (05) :507-513
[10]  
Guillem MS, 2004, COMPUT CARDIOL, V31, P725