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关于模拟在医疗保健应用中的再利用
Steffen Zschaler1, Navonil Mustafee2, Alison Harper2
1King's College London, UK.
概括
在医疗保健中,模拟模型的重复使用对于更广泛的采用至关重要. 本文回顾了三个互补的策略:FAIR数据,可重复使用的域名和黑子组件,以提高医疗保健运营中的模拟采用率.
科学领域:
- 医疗保健 运营 研究 研究 研究
- 模拟建模模的模拟模型
- 过程优化 过程优化
背景情况:
- 模拟是医疗保健运营研究和流程优化的一个有价值的工具.
- 医疗保健实践中模拟的低采用往往是由于模型开发的时间,成本和复杂性.
- 重复使用模型被认为是改善医疗保健环境中模拟采用的关键因素.
研究的目的:
- 审查当前在医疗保健环境中模拟模型重复使用的策略.
- 为医疗保健建模人员和管理人员确定模型重复使用的补充技术.
- 为增强模拟模型重用提出一个三元框架.
主要方法:
- 审查现有的文献和实践在医疗保健中的模拟模型重复使用.
- 识别和分类不同模式的模型重复使用.
- 开发一个包含FAIR数据,可重复使用的域名和黑子组件的三元框架.
主要成果:
- 确定了三种不同的模拟模型重复使用模式:公平和开放科学方面,可通过建模语言重复使用的概念领域,以及黑子模型/组件重复使用.
- 这三种模式被证明是互补的,相互增强的.
- 提出了一个模型重复使用的三元框架.
结论:
- 通过有效的模型重复使用来解决时间,成本和复杂性的障碍,对于增加医疗保健中的模拟采用至关重要.
- 利用FAIR数据,可重复使用的域和黑子组件之间的相互关系可以显著提高医疗保健中的模拟建模.
- 开发具体的机制和工具来支持这些再利用策略对于实际实施至关重要.
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