A Network-based Cardiac Electrophysiology Simulator with Realistic Signal Generation and Response to Pacing Maneuvers.

Computing in cardiology Pub Date : 2021-09-01 Epub Date: 2022-01-10 DOI:10.23919/cinc53138.2021.9662834
Shahriar Iravanian, Ilija Uzelac, Abouzar Kaboudian, Jonathan Langberg, Flavio Fenton
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Abstract

Diagnosis and localization of cardiac arrhythmias, especially supraventricular tachycardia (SVT), by inspecting intracardiac signals and performing pacing maneuvers is the core of electrophysiology studies. Acquiring and maintaining complex skill sets can be facilitated by using simulators, allowing the operator to practice in a safe and controlled setting. An electrophysiology simulator should not only display arrhythmias but it has to respond to the user's arbitrary inputs. While, in principle, it is possible to model the heart using a detailed anatomical and cellular model, such a system would be unduly complex and computationally intensive. In this paper, we describe a freely available web-based electrophysiology simulator (http://svtsim.com), which is composed of a visualization/interface unit and a heart model based on a dynamical network. In the network, nodes represent the points of interest, such as the sinus and the atrioventricular nodes, and links model the conduction system and pathways. The dynamics are encoded explicitly in the state machines attached to the nodes and links. Simulated intracardiac signals and surface ECGs are generated from the internal state of the heart model. Reentrant tachycardias, especially various forms of SVT, can emerge in this system in response to the user's actions in the form of pacing maneuvers. Additionally, the resulting arrhythmias respond realistically to various inputs, such as overdrive pacing and delivery of extra stimuli, cardioversion, ablation, and infusion of medications. For nearly a decade, svtsim.com has been used successfully to train electrophysiology practitioners in many institutions. We will present our experience regarding best practices in designing and using electrophysiology simulators for training and testing. We will also discuss the current trends in clinical cardiac electrophysiology and the anticipated next generation electrophysiology simulators.

Abstract Image

一个基于网络的心脏电生理模拟器,具有真实的信号生成和对起搏操作的响应。
心律失常特别是室上性心动过速(SVT)的诊断和定位是电生理学研究的核心内容。通过使用模拟器,操作员可以在安全可控的环境中进行练习,从而便于掌握和维护复杂的技能。电生理模拟器不仅应该显示心律失常,而且还必须响应用户的任意输入。虽然原则上可以使用详细的解剖和细胞模型来模拟心脏,但这样的系统过于复杂且计算量过大。在本文中,我们描述了一个免费的基于web的电生理模拟器(http://svtsim.com),它由一个可视化/接口单元和一个基于动态网络的心脏模型组成。在神经网络中,节点代表感兴趣的点,如窦和房室节点,连接模型传导系统和通路。动态是在附加到节点和链接的状态机中显式编码的。模拟的心内信号和表面心电图是由心脏模型的内部状态产生的。可重入性心动过速,特别是各种形式的SVT,可以在该系统中以起搏操作的形式响应用户的动作而出现。此外,由此产生的心律失常对各种输入有真实的反应,如超速起搏和额外刺激的传递、心律转复、消融和药物输注。近十年来,svtsim.com已成功地用于培训许多机构的电生理学从业人员。我们将介绍我们在训练和测试中设计和使用电生理模拟器的最佳实践经验。我们还将讨论临床心脏电生理学的当前趋势和预期的下一代电生理学模拟器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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