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实施系统医学:医学信息学视角

Implementing Systems Medicine: A Medical Informatics Perspective.

作者信息

Ganzinger Matthias, Gietzelt Matthias, Karmen Christian, Flores Blanca, Knaup Petra

机构信息

Heidelberg University, Institute of Medical Biometry and Informatics, Heidelberg, Germany.

出版信息

Stud Health Technol Inform. 2018;247:875-879.

PMID:29678086
Abstract

Systems medicine is a paradigm for translating in silico methods developed for modelling biological systems into the field of medicine. Such approaches rely on the integration of as many data sources as possible, both in the dimension of disease knowledge and patient data. This is a challenging task that can only be implemented in clinical routine with the help of suitable information technology from the field of Medical Informatics. For the research project "Clinically-applicable, omics-based assessment of survival, side effects, and targets in multiple myeloma" (CLIOMMICS) we developed a prototypical systems medicine application system. It is based on a three-level-architecture covering data representation, decision support, and user interface. The core decision support component is implemented as a case-based reasoning engine. However, the architecture follows a modular design that allows to replace individual components as needed.

摘要

系统医学是一种将为生物系统建模而开发的计算机方法转化到医学领域的范例。此类方法依赖于在疾病知识和患者数据维度上尽可能多地整合数据源。这是一项具有挑战性的任务,只有借助医学信息学领域的合适信息技术才能在临床常规中得以实施。对于“基于组学的多发性骨髓瘤生存、副作用及靶点的临床适用评估”(CLIOMMICS)研究项目,我们开发了一个原型系统医学应用系统。它基于一个涵盖数据表示、决策支持和用户界面的三级架构。核心决策支持组件被实现为一个基于案例的推理引擎。然而,该架构采用模块化设计,允许根据需要替换各个组件。

相似文献

1
Implementing Systems Medicine: A Medical Informatics Perspective.实施系统医学:医学信息学视角
Stud Health Technol Inform. 2018;247:875-879.
2
An IT Architecture for Systems Medicine.系统医学的信息技术架构。
Stud Health Technol Inform. 2015;210:185-9.
3
Emerging medical informatics with case-based reasoning for aiding clinical decision in multi-agent system.新兴的医学信息学与基于案例的推理,用于在多智能体系统中辅助临床决策。
J Biomed Inform. 2015 Aug;56:307-17. doi: 10.1016/j.jbi.2015.06.012. Epub 2015 Jun 29.
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Case-based medical informatics.基于案例的医学信息学
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The usability axiom of medical information systems.医学信息系统的可用性公理。
Int J Med Inform. 2006 Dec;75(12):829-39. doi: 10.1016/j.ijmedinf.2006.05.039. Epub 2006 Jul 25.
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Smart Medical Information Technology for Healthcare (SMITH).医疗保健智能医学信息技术(SMITH)。
Methods Inf Med. 2018 Jul;57(S 01):e92-e105. doi: 10.3414/ME18-02-0004. Epub 2018 Jul 17.
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Models and Data Sources Used in Systems Medicine. A Systematic Literature Review.系统医学中使用的模型和数据源。一项系统文献综述。
Methods Inf Med. 2016;55(2):107-13. doi: 10.3414/ME15-01-0151. Epub 2016 Feb 5.
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Systems Medicine for Multiple Myeloma: A Review on Decision Support Systems.多发性骨髓瘤的系统医学:决策支持系统综述
Stud Health Technol Inform. 2015;216:951.
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An architecture for a continuous, user-driven, and data-driven application of clinical guidelines and its evaluation.一种用于临床指南的持续、用户驱动和数据驱动应用的架构及其评估。
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J Biomed Inform. 2018 Jun;82:106-127. doi: 10.1016/j.jbi.2018.04.001. Epub 2018 Apr 5.

引用本文的文献

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A Vision of Future Healthcare: Potential Opportunities and Risks of Systems Medicine from a Citizen and Patient Perspective-Results of a Qualitative Study.未来医疗愿景:从公民和患者角度看系统医学的潜在机遇和风险——定性研究的结果。
Int J Environ Res Public Health. 2021 Sep 19;18(18):9879. doi: 10.3390/ijerph18189879.