植入式医疗器械验证平台:演示摘要

Zhihao Jiang, M. Pajic, Allison T. Connolly, S. Dixit, R. Mangharam
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引用次数: 5

摘要

我们提出了一个集成建模平台的设计,以研究认证医疗设备软件的有效方法。这项研究的结果有可能加快医疗设备软件认证的安全性操作。我们在这项研究中的具体重点是我们正在进行的人工心脏起搏器软件的研究。设计无缺陷的医疗设备软件是困难的,特别是在复杂的植入式设备中,可能会在意想不到的情况下使用。在1985年至2005年的20年间,美国食品和药物管理局(FDA)的Maude数据库记录了近3万例设备故障导致的死亡和近60万例伤害[1]。目前还没有正式的方法或开放的实验平台来验证和验证医疗器械软件的正确操作。为此,一个实时虚拟心脏模型(VHM)已经被开发出来,以模拟功能(即正常窦性心律)和故障(即心律失常)心脏的电生理操作。我们提出了一种提取心脏定时特性的方法来构建一个定时自动机模型。该平台为植入式心脏装置的验证和验证提供了功能和形式接口。我们证明了VHM能够对各种常见心律失常的内在(即过早刺激)和外部(即人工起搏器)信号产生临床相关的反应。通过将VHM与起搏器模型连接,我们能够在不规则心律发作时对心脏进行起搏和同步。VHM已在硬件平台上实现,用于现有和虚拟医疗设备的闭环实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A platform for implantable medical device validation: demo abstract
We present the design of an integrated modeling platform to investigate efficient methodologies for certifying medical device software. The outcome of this research has the potential to expedite medical device software certification for safer operation. Our specific focus in this study is on our ongoing research in artificial pacemaker software. Designing bug-free medical device software is difficult, especially in complex implantable devices that may be used in unanticipated contexts. In the 20-year period from 1985 to 2005, the US Food and Drug Administration's (FDA) Maude database records almost 30,000 deaths and almost 600,000 injuries from device failures [1]. There is currently no formal methodology or open experimental platform to validate and verify the correct operation of medical device software. To this effect, a real-time Virtual Heart Model (VHM) has been developed to model the electrophysiological operation of the functioning (i.e. during normal sinus rhythm) and malfunctioning (i.e. during arrhythmia) heart. We present a methodology to extract timing properties of the heart to construct a timed-automata model. The platform exposes functional and formal interfaces for validation and verification of implantable cardiac devices. We demonstrate the VHM is capable of generating clinically-relevant response to intrinsic (i.e. premature stimuli) and external (i.e. artificial pacemaker) signals for a variety of common arrhythmias. By connecting the VHM with a pacemaker model, we are able to pace and synchronize the heart during the onset of irregular heart rhythms. The VHM has been implemented on a hardware platform for closed-loop experimentation with existing and virtual medical devices.
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