• DocumentCode
    2413195
  • Title

    Analysis of epicardial mapping electrogram of sustained atrial fibrillation based on shannon entropy

  • Author

    Zhou, Tuo ; Lin, Dudu ; Yang, Cuiwei ; Wu, Xiaomei ; Fang, Zuxiang

  • Author_Institution
    Dept. of Electron. Eng., Fudan Univ., Shanghai, China
  • fYear
    2009
  • fDate
    3-6 Sept. 2009
  • Firstpage
    3470
  • Lastpage
    3472
  • Abstract
    The mechanisms of sustained atrial fibrillation (AF) are not well understood. And predicting the development of AF is a problem of great clinical interest. This paper proposed an AF analysis method by evaluating, based on Shannon entropy, the complexity of atrial activation in various AF stages. The first step was to preprocess and characterize electrograms. Then, Shannon entropy analysis and statistical analysis were applied to find the significance of interval entropy in sustained AF. Study results proved that interval entropy presented a degressive tendency in the process of sustained AF and some sites with high activation frequency but low entropy was possibly related to ectopic driver of AF.
  • Keywords
    biology computing; electrocardiography; entropy; information theory; AF analysis method; Shannon entropy analysis; atrial activation; atrial fibrillation; degressive tendency; ectopic driver; epicardial mapping electrogram; interval entropy; statistical analysis; atrial fibrillation; entropy; epicaridal mapping; Algorithms; Animals; Atrial Fibrillation; Decision Support Systems, Clinical; Decision Support Techniques; Dogs; Electrocardiography; Entropy; Epicardial Mapping; Heart; Heart Conduction System; Humans; Models, Statistical; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-3296-7
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2009.5334608
  • Filename
    5334608