• DocumentCode
    674654
  • Title

    Hurst exponent for the analysis of atrial fibrillation recurrence after ablation procedures

  • Author

    Cervigon, Raquel ; Moreno, J. ; Perez-Villacastin, Julian ; Millet, J. ; Castells, F.

  • Author_Institution
    Univ. de Castilla-La Mancha, Cuenca, Spain
  • fYear
    2013
  • fDate
    22-25 Sept. 2013
  • Firstpage
    1115
  • Lastpage
    1118
  • Abstract
    The aim of this work is to improve atrial fibrillation (AF) dynamics understanding through predicting the reversion to sinus rhythm (SR) in the procedures of ablation. Database includes intracardiac recordings from 42 paroxysmal and persistent AF patients submitted to an ablation procedure. Four electrodes were located at the right atrium (RA) and 4 more at the left atrium (LA). All patients were monitored after ablation. 26 of them remained in SR, where 42.3% were in AF persistent (n=11) and the other 16 turned back to AF, where 43.7% were in persistent AF (n=7). Generalized Hurst Exponent has been applied in order to extract self-similarity of atrial time series. Results showed regional differences in both groups. In patients with non-recurrences in AF mean Hurst Exponent in the LA was 0.65 ± 0.16 vs. 0.72 ± 0.08 in the RA (p=0.017). Nevertheless, non-differences between both atria were found in AF recurrent group (LA 0.66 ± 0.09 vs. RA 0.67 ± 0.10, p=0.691). Moreover, findings show atrial region similarities between paroxysmal AF and non-recurrence AF patients; nevertheless non-differences between both atria were found in persistent AF group. it highlights the potential of non-linear methods of analysis to study AF dynamic.
  • Keywords
    biomedical electrodes; electrocardiography; feature extraction; fractals; medical disorders; medical signal processing; patient treatment; time series; Hurst exponent; SR; ablation procedures; atrial fibrillation dynamics; atrial fibrillation recurrence analysis; atrial region similarities; atrial time series; electrodes; generalized Hurst Exponent; intracardiac recordings; left atrium; mean Hurst Exponent; nondifferences; nonlinear method; nonrecurrence AF patients; paroxysmal AF patients; persistent AF patients; regional differences; right atrium; self-similarity extraction; sinus rhythm; Catheters; Electrodes; Fractals; Heart rate variability; Physiology; Rhythm; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing in Cardiology Conference (CinC), 2013
  • Conference_Location
    Zaragoza
  • ISSN
    2325-8861
  • Print_ISBN
    978-1-4799-0884-4
  • Type

    conf

  • Filename
    6713577