康复调度决策支持系统,提高服务质量和医院资源管理的有效性

Yi-Chao Huang, Jia-Nian Zheng, Chen-Fu Chien
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引用次数: 10

摘要

在医院,康复住院病人经常抱怨治疗过程之间的等待时间过长。由于康复治疗的部分优先约束,康复调度问题是一个混合车间调度问题。本文旨在构建一个康复调度决策支持系统。该系统利用所开发的遗传算法,生成康复患者的最优排期,最大限度地减少患者的等待时间,从而提高康复机构的服务质量和整体资源效率。开发的系统还配备了GUI(图形用户界面),以提供包括甘特图和调度列表在内的调度信息,以支持包括治疗师和住院患者在内的各种用户。我们在一家综合医院进行了实证研究。结果表明,每位住院患者的候诊时间明显减少,从而证明了所提出的解决方案在提高医院资源管理有效性方面的实际可行性。所开发的系统已在该院在线实施。
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Decision support system for rehabilitation scheduling to enhance the service quality and the effectiveness of hospital resource management
In hospitals, rehabilitation inpatients often complain about long waiting time between the therapeutic processes. Due to the partial precedence constraints of rehabilitation therapies, the rehabilitation scheduling problem is a hybrid shop scheduling problem. This article aims to construct a decision support system for rehabilitation scheduling. Equipped with the developed genetic algorithm, this system can generate the optimal schedules for rehabilitation patients to minimize waiting time and thus enhance service quality and overall resource effectiveness of rehabilitation facilities. The developed system is also equipped with GUI (graphical user interfaces) to provide scheduling information including Gantt charts and scheduling lists to support various users including therapists and inpatients. We conducted an empirical study in a general hospital for validation. The results showed that the waiting time of each inpatient is reduced significantly and thus demonstrated the practical viability of the proposed solution to enhance the effectiveness of hospital resource management. The developed system has been implemented online in the hospital.
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