Images as drivers of progress in cardiac computational modelling

被引:42
作者
Lamata, Pablo [1 ,2 ]
Casero, Ramon [3 ]
Carapella, Valentina [2 ]
Niederer, Steve A. [1 ]
Bishop, Martin J. [1 ]
Schneider, Juergen E. [4 ]
Kohl, Peter [2 ,5 ]
Grau, Vicente [3 ]
机构
[1] Kings Coll London, Dept Biomed Engn, Div Imaging Sci & Biomed Engn, London, England
[2] Univ Oxford, Dept Comp Sci, Oxford, England
[3] Univ Oxford, Dept Engn Sci, Inst Biomed Engn, Oxford, England
[4] Univ Oxford, Radcliffe Dept Med, Div Cardiovasc Med, Oxford, England
[5] Univ London Imperial Coll Sci Technol & Med, Natl Heart & Lung Inst, London, England
基金
英国惠康基金; 英国工程与自然科学研究理事会; 英国生物技术与生命科学研究理事会;
关键词
Computational cardiac physiology; Medical imaging; CARDIOVASCULAR MAGNETIC-RESONANCE; SPECKLE-TRACKING ECHOCARDIOGRAPHY; COMPUTER 3-DIMENSIONAL RECONSTRUCTION; DYSSYNCHRONOUS HEART-FAILURE; ACTION-POTENTIAL DURATION; HODGKIN-HUXLEY EQUATIONS; RABBIT SINOATRIAL NODE; DIFFUSION TENSOR MRI; HUMAN SINUS NODE; ATRIAL-FIBRILLATION;
D O I
10.1016/j.pbiomolbio.2014.08.005
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Computational models have become a fundamental tool in cardiac research. Models are evolving to cover multiple scales and physical mechanisms. They are moving towards mechanistic descriptions of personalised structure and function, including effects of natural variability. These developments are underpinned to a large extent by advances in imaging technologies. This article reviews how novel imaging technologies, or the innovative use and extension of established ones, integrate with computational models and drive novel insights into cardiac biophysics. In terms of structural characterization, we discuss how imaging is allowing a wide range of scales to be considered, from cellular levels to whole organs. We analyse how the evolution from structural to functional imaging is opening new avenues for computational models, and in this respect we review methods for measurement of electrical activity, mechanics and flow. Finally, we consider ways in which combined imaging and modelling research is likely to continue advancing cardiac research, and identify some of the main challenges that remain to be solved. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:198 / 212
页数:15
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