Spatial complexity and spectral distribution variability of atrial activity in surface ECG recordings of atrial fibrillation

被引:10
|
作者
Di Marco, Luigi Y. [1 ]
Bourke, John P. [2 ]
Langley, Philip [3 ]
机构
[1] Univ Bologna, Dept Elect Comp Sci & Syst DEIS, I-40136 Bologna, Italy
[2] Freeman Rd Hosp, Univ Dept Cardiol, Newcastle Upon Tyne NE7 7DN, Tyne & Wear, England
[3] Newcastle Univ, Inst Cellular Med, Newcastle Upon Tyne NE2 4HH, Tyne & Wear, England
基金
英国工程与自然科学研究理事会;
关键词
Atrial fibrillation; Principal component analysis; Spectral concentration; ECG delineation; Body surface potential maps; FREQUENCY-ANALYSIS; ORGANIZATION; TERMINATION; ALGORITHM; PATTERNS; HUMANS;
D O I
10.1007/s11517-012-0878-8
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Considerable research effort has been devoted to the estimation of the degree of organisation of atrial fibrillation (AF), to potentially support clinical decision making. The aims of this study were to: (1) analyse the temporal variability of spatial organisation (complexity) and spectral distribution of AF in body surface potential maps (BSPM), proposing an automated implementation of the analysis and (2) assess the applicability to reduced lead-sets. Twenty-one persistent AF recordings of 3 min each (64 BSPM: 32 anterior, 32 posterior) were analysed. The relationship between spatial organisation (C) and its variability (CV) was quantified on automatically delineated TQ segments. The relationship between spectral concentration (SC) and spectral variability (SV) was quantified on the atrial activity (AA) extracted using principal component analysis. Three different lead-sets: 64, 32 anterior and 10 anterior channels were considered. Significant (p < 0.001) correlation (rho) was found: rho(CV, C) a parts per thousand yen0.80, rho(SC, SV) a parts per thousand currency signa'0.83 for all lead-sets. The results suggest that a higher degree of spatial organisation is associated with reduced variability of spatial organisation over time, and lower spectral variability associated with more prominent spectral peak in the AF frequency band (4-10 Hz).
引用
收藏
页码:439 / 446
页数:8
相关论文
共 50 条
  • [1] Spatial complexity and spectral distribution variability of atrial activity in surface ECG recordings of atrial fibrillation
    Luigi Y. Di Marco
    John P. Bourke
    Philip Langley
    [J]. Medical & Biological Engineering & Computing, 2012, 50 : 439 - 446
  • [2] Atrial activity selection for atrial fibrillation ECG recordings
    Donoso, Felipe I.
    Figueroa, Rosa L.
    Lecannelier, Eduardo A.
    Pino, Esteban J.
    Rojas, Alejandro J.
    [J]. COMPUTERS IN BIOLOGY AND MEDICINE, 2013, 43 (10) : 1628 - 1636
  • [3] Spatial Characteristics of Atrial Fibrillation Using the Surface ECG
    Richter, U.
    Stridh, M.
    Bollmann, A.
    Husser, D.
    Soernmo, L.
    [J]. COMPUTERS IN CARDIOLOGY 2007, VOL 34, 2007, 34 : 273 - +
  • [4] Spectral analysis of atrial fibrillation recorded from surface ECG in patients with paroxysmal and chronic atrial fibrillation
    Patangay, A
    Ozaydin, M
    Lemola, K
    Hall, B
    Cheung, P
    Good, E
    Han, J
    Pelosi, F
    Morady, F
    Chugh, A
    Oral, H
    [J]. CIRCULATION, 2005, 112 (17) : U767 - U768
  • [5] Atrial fibrillation classification and detection from ECG recordings
    Gunduz, Ali Fatih
    Talu, Muhammed Fatih
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 82
  • [6] The ECG as a tool to determine atrial fibrillation complexity
    Lankveld, Theo A. R.
    Zeemering, Stef
    Crijns, Harry J. G. M.
    Schotten, Ulrich
    [J]. HEART, 2014, 100 (14) : 1077 - 1084
  • [7] Surface ECG vector characteristics of organized and disorganized atrial activity during atrial fibrillation
    Ng, J
    Sahakian, AV
    Fisher, WG
    Swiryn, S
    [J]. JOURNAL OF ELECTROCARDIOLOGY, 2004, 37 : 91 - 97
  • [8] Full Spectral Analysis of the Atrial Components in the ECG during Atrial Fibrillation
    van Oosterom, A.
    Lemay, M.
    Kappenberger, L.
    [J]. COMPUTERS IN CARDIOLOGY 2008, VOLS 1 AND 2, 2008, : 817 - +
  • [9] Preservation of spatial transfer coefficients in surface ECG atrial fibrillation analysis
    Rieta, JJ
    Sánchez, C
    Castells, F
    Millet, J
    [J]. COMPUTERS IN CARDIOLOGY 2004, VOL 31, 2004, 31 : 253 - 256
  • [10] Atrial fibrillation observed on surface ECG can be atrial flutter or atrial tachycardia
    Ghafoori, Elyar
    Angel, Nathan
    Dosdall, Derek J.
    MacLeod, Rob S.
    Ranjan, Ravi
    [J]. JOURNAL OF ELECTROCARDIOLOGY, 2018, 51 (06) : S67 - S71