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Annotated BPMN Models for Optimised Healthcare Resource Planning

机译:带注释的BPMN模型可优化医疗资源规划

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摘要

There is an unquestionable need to improve healthcare processes across all levels of care in order to optimise the use of resources whilst guaranteeing high quality care to patients. However, healthcare processes are generally very complex and have to be fully understood before enhancement suggestions can be made. Modelling with widely used notation such as BPMN (Business Process Modelling and Notation) can help gain a shared understanding of a process, but is not sufficient to understand the needs and demands of resources. We propose an approach to enrich BPMN models with structured annotations which enables us to attach further information to individual elements within the process model. We then use performance analysis (e.g., throughput and utilisation) to reason about resources across a model and propose optimisations. We show the usefulness of our approach for an A&E department of a sizeable hospital in the south of Brazil and how different stakeholders may profit from a richer annotated BPMN-based model.
机译:毫无疑问,需要改善所有护理水平的医疗流程,以优化资源利用,同时保证为患者提供高质量的护理。但是,医疗保健过程通常非常复杂,在提出增强建议之前必须充分理解。使用诸如BPMN(业务流程建模和表示法)之类广泛使用的表示法进行建模可以帮助获得对流程的共享理解,但不足以理解资源的需求。我们提出了一种使用结构化注释丰富BPMN模型的方法,该方法使我们能够将更多信息附加到流程模型中的各个元素。然后,我们使用性能分析(例如吞吐量和利用率)来推断模型中的资源并提出优化建议。我们展示了我们的方法对于巴西南部一家大型医院的急诊室的有用性,以及不同的利益相关者如何从基于BPMN的注释模型中受益。

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