基于状态的形式化方法在医疗器械工程中的经验分析

A. Mashkoor, Alexander Egyed
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引用次数: 1

摘要

在血液透析机等现代医疗设备中,软件的使用已经变得无处不在。因此,医疗器械因软件故障导致的故障率也在不断上升。虽然下一代软件密集型医疗设备有助于提供更好的医疗保健和易用性,但它们的开发正变得前所未有的复杂和具有挑战性。这一领域的关键性质,特别是其对健康和安全的直接影响,要求采取特别措施,确保这类系统的正确和可靠功能。形式化方法被证明为软件和系统的正确工程提供了方法、技术和工具。然而,它们在当代医学软件工程中的应用仍然是边缘的。为了促进(基于状态的)形式化方法的使用,并展示其在关键医疗设备的设计和开发中的有效性,我们在本文中提出了血液透析案例研究挑战问题。我们还分析了实施案例研究的几种解决方案的新颖性和局限性,并探讨了未来仍需要解决的研究挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Experiences with the Engineering of a Medical Device Using State-Based Formal Methods
The use of software has become ubiquitous and prevalent in modern medical devices such as hemodialysis machines. Consequently, the failure rate of medical devices due to software faults is also increasing. While next-generation software-intensive medical devices contribute to providing better health care and ease of use, their development is becoming unprecedentedly complex and challenging. The critical nature of this domain – particularly its direct implications on health and safety – requires extraordinary measures to ensure the correct and reliable function of such systems. Formal methods are proven to provide approaches, techniques, and tools for correct engineering of software and systems. However, their use in the contemporary medical software engineering is still marginal. In order to promote the use of (state-based) formal methods and showcase their effectiveness in design and development of critical medical devices, we present the hemodialysis case study challenge problem in this article. We also analyze the novelties and limitations of several solutions implementing the case study and explore research challenges that still need to be addressed in future.
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