• DocumentCode
    49287
  • Title

    Characterization and Modeling of the Peripheral Cardiac Conduction System

  • Author

    Sebastian, R. ; Zimmerman, V. ; Romero, D. ; Sanchez-Quintana, D. ; Frangi, A.F.

  • Author_Institution
    Dept. of Comput. Sci., Univ. de Valencia, Valencia, Spain
  • Volume
    32
  • Issue
    1
  • fYear
    2013
  • fDate
    Jan. 2013
  • Firstpage
    45
  • Lastpage
    55
  • Abstract
    The development of biophysical models of the heart has the potential to get insights in the patho-physiology of the heart, which requires to accurately modeling anatomy and function. The electrical activation sequence of the ventricles depends strongly on the cardiac conduction system (CCS). Its morphology and function cannot be observed in vivo, and therefore data available come from histological studies. We present a review on data available of the peripheral CCS including new experiments. In order to build a realistic model of the CCS we designed a procedure to extract morphological characteristics of the CCS from stained calf tissue samples. A CCS model personalized with our measurements has been built using L-systems. The effect of key unknown parameters of the model in the electrical activation of the left ventricle has been analyzed. The CCS models generated share the main characteristics of observed stained Purkinje networks. The timing of the simulated electrical activation sequences were in the physiological range for CCS models that included enough density of PMJs. These results show that this approach is a potential methodology for collecting knowledge-domain data and build improved CCS models of the heart automatically.
  • Keywords
    bioelectric phenomena; cardiology; CCS model; Purkinje network; anatomy; biophysical model; heart; pathophysiology; peripheral cardiac conduction system; stained calf tissue; ventricle electrical activation sequence; Biological system modeling; Computational modeling; Heart; Image segmentation; Ink; Mathematical model; Morphology; Cardiac electrophysiology; Purkinje system; cardiac histology; heart modeling; Animals; Cattle; Dogs; Heart Conduction System; Humans; Image Processing, Computer-Assisted; Microtomy; Models, Cardiovascular; Photography; Purkinje Fibers; Sheep;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/TMI.2012.2221474
  • Filename
    6317191