智能医疗器械开发过程挖掘概念

Anna Schidek, H. Timinger
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引用次数: 0

摘要

持续的数字化不仅影响产品本身,也影响产品的开发过程。软件工具和数字工作流产生大量的事件,这些事件被记录在所谓的事件日志中。流程挖掘使用这些事件,并允许在开发过程中得出关于事件序列的结论。这样,流程和相关的流程模型就可以进行交叉检查和优化。特别是在受管制的领域,如医疗设备,非常重视输入的可追溯性。此外,还有进一步的标准来单独适应过程模型,这在医疗设备的异构世界中可能会有很大的好处。这个法规要求在过程挖掘和事件日志记录的上下文中很好地配合。本文提出了一种应用流程挖掘来优化智能医疗设备开发定制流程模型的概念,并通过案例研究进行了评估。此外,在未来的研究中,可以发现用于优化和扩展概念的方面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Concept for Process Mining for smart Medical Device Development
Ongoing digitalization affects not only products themselves, but also the process of their development. Software tools and digital workflows generate a large number of events that are recorded in so-called event logs. Process mining uses these events and, among other things, allows conclusions to be drawn about the sequences of events during the development process. In this way, the process and the associated process model can be cross-checked and optimized. Especially in regulated areas such as medical devices, great importance is given to the traceability of the inputs made. In addition, there are further criteria to adapt process models individually, which can be of great benefit in the heterogeneous world of medical devices. This regulatory requirement cooperates well in context of process mining and the recording of event logs. In this paper, a concept for the application of process mining to optimize a customized process model for the development of smart medical devices is presented and evaluated by a case study. Furthermore, aspects could be uncovered that will be used to optimize and extend the concept in future research.
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