An adaptive network-based fuzzy inference system for estimating the duration of medical services: A case study

İhsan Hakan Köksal, Mete Eminağaoğlu, Buse Türkoğlu
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引用次数: 2

Abstract

The aim of this study is twofold. First one is to derive a feasible numerical prediction model for the duration of medical services in a medical institution that could be used by the hospital management within their quality assurance and improvement processes. The second aim is to develop a freeware software tool, which implements an adaptive artificial neural network-based fuzzy inference system with a user-friendly interface that can be effectively used by both technical and non-technical people. Some promising results have been obtained which show that both of these objectives have been successfully achieved to some extent.
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基于自适应网络的医疗服务持续时间模糊推理系统:一个案例研究
这项研究的目的是双重的。一是推导出一个可行的医疗机构医疗服务持续时间的数值预测模型,供医院管理部门在质量保证和改进过程中使用。第二个目标是开发一个免费软件工具,它实现了一个基于人工神经网络的自适应模糊推理系统,具有用户友好的界面,可以被技术人员和非技术人员有效地使用。一些有希望的结果表明,这两个目标都在一定程度上成功地实现了。
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