Literature DB >> 19380318

CHASTE: incorporating a novel multi-scale spatial and temporal algorithm into a large-scale open source library.

Miguel O Bernabeu1, Rafel Bordas, Pras Pathmanathan, Joe Pitt-Francis, Jonathan Cooper, Alan Garny, David J Gavaghan, Blanca Rodriguez, James A Southern, Jonathan P Whiteley.   

Abstract

Recent work has described the software engineering and computational infrastructure that has been set up as part of the Cancer, Heart and Soft Tissue Environment (CHASTE) project. CHASTE is an open source software package that currently has heart and cancer modelling functionality. This software has been written using a programming paradigm imported from the commercial sector and has resulted in a code that has been subject to a far more rigorous testing procedure than that is usual in this field. In this paper, we explain how new functionality may be incorporated into CHASTE. Whiteley has developed a numerical algorithm for solving the bidomain equations that uses the multi-scale (MS) nature of the physiology modelled to enhance computational efficiency. Using a simple geometry in two dimensions and a purpose-built code, this algorithm was reported to give an increase in computational efficiency of more than two orders of magnitude. In this paper, we begin by reviewing numerical methods currently in use for solving the bidomain equations, explaining how these methods may be developed to use the MS algorithm discussed above. We then demonstrate the use of this algorithm within the CHASTE framework for solving the monodomain and bidomain equations in a three-dimensional realistic heart geometry. Finally, we discuss how CHASTE may be developed to include new physiological functionality--such as modelling a beating heart and fluid flow in the heart--and how new algorithms aimed at increasing the efficiency of the code may be incorporated.

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Year:  2009        PMID: 19380318     DOI: 10.1098/rsta.2008.0309

Source DB:  PubMed          Journal:  Philos Trans A Math Phys Eng Sci        ISSN: 1364-503X            Impact factor:   4.226


  11 in total

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Authors:  Brett M Burton; Jess D Tate; Burak Erem; Darrell J Swenson; Dafang F Wang; Michael Steffen; Dana H Brooks; Peter M van Dam; Rob S Macleod
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2011

Review 2.  Deranged sodium to sudden death.

Authors:  Colleen E Clancy; Ye Chen-Izu; Donald M Bers; Luiz Belardinelli; Penelope A Boyden; Laszlo Csernoch; Sanda Despa; Bernard Fermini; Livia C Hool; Leighton Izu; Robert S Kass; W Jonathan Lederer; William E Louch; Christoph Maack; Alicia Matiazzi; Zhilin Qu; Sridharan Rajamani; Crystal M Rippinger; Ole M Sejersted; Brian O'Rourke; James N Weiss; András Varró; Antonio Zaza
Journal:  J Physiol       Date:  2015-03-15       Impact factor: 5.182

3.  New Additions to the Toolkit for Forward/Inverse Problems in Electrocardiography within the SCIRun Problem Solving Environment.

Authors:  Jaume Coll-Font; Brett M Burton; Jess D Tate; Burak Erem; Darrel J Swenson; Dafang Wang; Dana H Brooks; Peter van Dam; Rob S Macleod
Journal:  Comput Cardiol (2010)       Date:  2014-09

Review 4.  Computational approaches to understand cardiac electrophysiology and arrhythmias.

Authors:  Byron N Roberts; Pei-Chi Yang; Steven B Behrens; Jonathan D Moreno; Colleen E Clancy
Journal:  Am J Physiol Heart Circ Physiol       Date:  2012-08-10       Impact factor: 4.733

5.  Numerical quadrature and operator splitting in finite element methods for cardiac electrophysiology.

Authors:  Shankarjee Krishnamoorthi; Mainak Sarkar; William S Klug
Journal:  Int J Numer Method Biomed Eng       Date:  2013-07-19       Impact factor: 2.747

6.  Simulation of the undiseased human cardiac ventricular action potential: model formulation and experimental validation.

Authors:  Thomas O'Hara; László Virág; András Varró; Yoram Rudy
Journal:  PLoS Comput Biol       Date:  2011-05-26       Impact factor: 4.475

7.  Cellular cardiac electrophysiology modeling with Chaste and CellML.

Authors:  Jonathan Cooper; Raymond J Spiteri; Gary R Mirams
Journal:  Front Physiol       Date:  2015-01-06       Impact factor: 4.566

8.  A demonstration of modularity, reuse, reproducibility, portability and scalability for modeling and simulation of cardiac electrophysiology using Kepler Workflows.

Authors:  Pei-Chi Yang; Shweta Purawat; Pek U Ieong; Mao-Tsuen Jeng; Kevin R DeMarco; Igor Vorobyov; Andrew D McCulloch; Ilkay Altintas; Rommie E Amaro; Colleen E Clancy
Journal:  PLoS Comput Biol       Date:  2019-03-08       Impact factor: 4.475

9.  Systems biology and the virtual physiological human.

Authors:  Peter Kohl; Denis Noble
Journal:  Mol Syst Biol       Date:  2009-07-28       Impact factor: 11.429

10.  Simulation Methods and Validation Criteria for Modeling Cardiac Ventricular Electrophysiology.

Authors:  Shankarjee Krishnamoorthi; Luigi E Perotti; Nils P Borgstrom; Olujimi A Ajijola; Anna Frid; Aditya V Ponnaluri; James N Weiss; Zhilin Qu; William S Klug; Daniel B Ennis; Alan Garfinkel
Journal:  PLoS One       Date:  2014-12-10       Impact factor: 3.240

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