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
Link To Document :
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