医疗保健中的基于代理的系统
Sara Montagna1, Stefano Mariani2, Michael I Schumacher3
1Department of Pure and Applied Sciences, University of Urbino, Urbino, Italy.
Computer methods and programs in biomedicine
|March 24, 2024
概括
基于代理的技术通过优化资源和决策来增强医疗保健. 解决模型可靠性等挑战是广泛采用和改善患者治疗结果的关键.
科学领域:
- 医疗信息学 医疗信息学
- 计算医学是一种计算医学.
- 医疗保健中的人工智能
背景情况:
- 专题号探讨了医疗保健数字化转型中的基于代理的方法.
- 基于代理的技术为优化资源配置,协调和临床决策支持提供了潜力.
研究的目的:
- 讨论基于代理的方法在医疗保健数字化转型中的优势.
- 确定与其应用相关的挑战和未解决的问题.
- 突出改善医疗保健提供和患者结果的潜力.
主要方法:
- 审查和综合六篇选定的论文,重点关注医疗保健中的基于代理的技术.
- 讨论关键主题,包括资源分配,协调和临床决策支持.
- 分析诸如模型可靠性和跨学科合作等挑战.
主要成果:
- 基于代理的技术可以优化医疗保健系统内的资源分配和协调.
- 它为临床决策过程提供支持.
- 关键的挑战包括确保模型可靠性和促进跨学科合作.
结论:
- 基于代理技术的广泛采用需要解决已识别的挑战.
- 成功实施将有助于改善医疗保健服务.
- 进一步的研究和合作对于实现ABM在医疗保健中的全部潜力至关重要.
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