• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

临床决策支持:25年回顾与25年展望

Clinical Decision Support: a 25 Year Retrospective and a 25 Year Vision.

作者信息

Middleton B, Sittig D F, Wright A

机构信息

Blackford Middleton, Cell: +1 617 335 7098, E-Mail:

出版信息

Yearb Med Inform. 2016 Aug 2;Suppl 1(Suppl 1):S103-16. doi: 10.15265/IYS-2016-s034.

DOI:10.15265/IYS-2016-s034
PMID:27488402
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5171504/
Abstract

OBJECTIVE

The objective of this review is to summarize the state of the art of clinical decision support (CDS) circa 1990, review progress in the 25 year interval from that time, and provide a vision of what CDS might look like 25 years hence, or circa 2040.

METHOD

Informal review of the medical literature with iterative review and discussion among the authors to arrive at six axes (data, knowledge, inference, architecture and technology, implementation and integration, and users) to frame the review and discussion of selected barriers and facilitators to the effective use of CDS.

RESULT

In each of the six axes, significant progress has been made. Key advances in structuring and encoding standardized data with an increased availability of data, development of knowledge bases for CDS, and improvement of capabilities to share knowledge artifacts, explosion of methods analyzing and inferring from clinical data, evolution of information technologies and architectures to facilitate the broad application of CDS, improvement of methods to implement CDS and integrate CDS into the clinical workflow, and increasing sophistication of the end-user, all have played a role in improving the effective use of CDS in healthcare delivery.

CONCLUSION

CDS has evolved dramatically over the past 25 years and will likely evolve just as dramatically or more so over the next 25 years. Increasingly, the clinical encounter between a clinician and a patient will be supported by a wide variety of cognitive aides to support diagnosis, treatment, care-coordination, surveillance and prevention, and health maintenance or wellness.

摘要

目的

本综述的目的是总结1990年左右临床决策支持(CDS)的发展现状,回顾自那时起25年间的进展,并展望25年后(即2040年左右)CDS可能的面貌。

方法

对医学文献进行非正式综述,并在作者之间进行反复审查和讨论,得出六个轴(数据、知识、推理、架构与技术、实施与整合以及用户),以构建对CDS有效应用的选定障碍和促进因素的综述与讨论。

结果

在这六个轴的每一个方面都取得了显著进展。在构建和编码标准化数据方面取得关键进展,数据可用性增加;为CDS开发知识库;提高共享知识工件的能力;分析和从临床数据进行推理的方法激增;信息技术和架构不断演进以促进CDS的广泛应用;改进实施CDS并将其整合到临床工作流程中的方法;以及终端用户日益成熟,所有这些都在改善CDS在医疗服务中的有效应用方面发挥了作用。

结论

CDS在过去25年中发生了巨大演变,未来25年可能也会同样剧烈甚至更大程度地演变。临床医生与患者之间的临床接触将越来越多地得到各种认知辅助工具的支持,以辅助诊断、治疗、护理协调、监测与预防以及健康维护或促进。

相似文献

1
Clinical Decision Support: a 25 Year Retrospective and a 25 Year Vision.临床决策支持:25年回顾与25年展望
Yearb Med Inform. 2016 Aug 2;Suppl 1(Suppl 1):S103-16. doi: 10.15265/IYS-2016-s034.
2
Decision support in dermatology and medicine: history and recent developments.皮肤科及医学中的决策支持:历史与近期进展
Semin Cutan Med Surg. 2012 Sep;31(3):153-9. doi: 10.1016/j.sder.2012.06.005.
3
Design and implementation of a standards-based interoperable clinical decision support architecture in the context of the Korean EHR.在韩国电子健康档案的背景下,基于标准的可互操作临床决策支持架构的设计与实现。
Int J Med Inform. 2010 Sep;79(9):611-22. doi: 10.1016/j.ijmedinf.2010.06.002.
4
Integrating usability testing and think-aloud protocol analysis with "near-live" clinical simulations in evaluating clinical decision support.将可用性测试和出声思维协议分析与“近乎实时”的临床模拟相结合,评估临床决策支持。
Int J Med Inform. 2012 Nov;81(11):761-72. doi: 10.1016/j.ijmedinf.2012.02.009. Epub 2012 Mar 27.
5
Integrating pharmacogenomics into electronic health records with clinical decision support.将药物基因组学与临床决策支持系统整合到电子健康记录中。
Am J Health Syst Pharm. 2016 Dec 1;73(23):1967-1976. doi: 10.2146/ajhp160030.
6
The clinical decision support consortium.临床决策支持联盟
Stud Health Technol Inform. 2009;150:26-30.
7
Clinical decision support systems.临床决策支持系统
Swiss Med Wkly. 2014 Dec 23;144:w14073. doi: 10.4414/smw.2014.14073. eCollection 2014.
8
The Renewed Promise of Medical Informatics.医学信息学的新前景
Yearb Med Inform. 2016 May 20;Suppl 1(Suppl 1):S12-7. doi: 10.15265/IYS-2016-s011.
9
Utilizing patient data from the veterans administration electronic health record to support web-based clinical decision support: informatics challenges and issues from three clinical domains.利用退伍军人管理局电子健康记录中的患者数据来支持基于网络的临床决策支持:来自三个临床领域的信息学挑战和问题。
BMC Med Inform Decis Mak. 2017 Jul 19;17(1):111. doi: 10.1186/s12911-017-0501-x.
10
Evidence-based clinical decision support.基于证据的临床决策支持
Yearb Med Inform. 2013;8:120-7.

引用本文的文献

1
Artificial intelligence in interventional cardiology: a review of its role in diagnosis, decision-making, and procedural precision.人工智能在介入心脏病学中的应用:对其在诊断、决策和操作精准性方面作用的综述
Ann Med Surg (Lond). 2025 Jul 18;87(9):5720-5734. doi: 10.1097/MS9.0000000000003602. eCollection 2025 Sep.
2
Emerging Diagnostic Approaches for Musculoskeletal Disorders: Advances in Imaging, Biomarkers, and Clinical Assessment.肌肉骨骼疾病的新兴诊断方法:影像学、生物标志物及临床评估的进展
Diagnostics (Basel). 2025 Jun 27;15(13):1648. doi: 10.3390/diagnostics15131648.
3
Academic Detailing to Enhance Adoption of Clinical Decision Support for Patients at Risk of Opioid Overdose.学术推广以提高对阿片类药物过量风险患者临床决策支持的采用率。
Appl Clin Inform. 2025 Mar;16(2):393-401. doi: 10.1055/a-2508-7086. Epub 2025 May 7.
4
Optimizing Clinical Decision Support System Functionality by Leveraging Specific Human-Computer Interaction Elements: Insights From a Systematic Review.通过利用特定人机交互元素优化临床决策支持系统功能:系统评价的见解
JMIR Hum Factors. 2025 May 6;12:e69333. doi: 10.2196/69333.
5
New Performance Measurement Framework for Realizing Patient-Centered Clinical Decision Support: Qualitative Development Study.实现以患者为中心的临床决策支持的新绩效评估框架:定性发展研究
J Med Internet Res. 2025 Apr 30;27:e68674. doi: 10.2196/68674.
6
Context factors in clinical decision-making: a scoping review.临床决策中的背景因素:一项范围综述
BMC Med Inform Decis Mak. 2025 Mar 17;25(1):133. doi: 10.1186/s12911-025-02965-1.
7
Challenges to Reduce Alert Burden Using Current Decision Support Infrastructure in Two Commercial EHR Systems: Lessons Learned and Path Forward.利用两个商业电子健康记录系统中的现有决策支持基础设施减轻警报负担面临的挑战:经验教训与前进方向。
Appl Clin Inform. 2025 May;16(3):575-582. doi: 10.1055/a-2546-5954. Epub 2025 Feb 28.
8
Status of Digital Health Technology Adoption in 5 Vietnamese Hospitals: Cross-Sectional Assessment.越南5家医院数字健康技术采用情况:横断面评估
JMIR Form Res. 2025 Feb 3;9:e53483. doi: 10.2196/53483.
9
End user experience of a widely used artificial intelligence based sepsis system.一种广泛使用的基于人工智能的脓毒症系统的终端用户体验。
JAMIA Open. 2024 Oct 7;7(4):ooae096. doi: 10.1093/jamiaopen/ooae096. eCollection 2024 Dec.
10
Clinicians' roles and necessary levels of understanding in the use of artificial intelligence: A qualitative interview study with German medical students.临床医生在使用人工智能方面的角色和必要的理解水平:一项对德国医学生的定性访谈研究。
BMC Med Ethics. 2024 Oct 7;25(1):107. doi: 10.1186/s12910-024-01109-w.

本文引用的文献

1
Adoption of Certified Electronic Health Record Systems and Electronic Information Sharing in Physician Offices: United States, 2013 and 2014.2013年和2014年美国医生办公室采用认证电子健康记录系统及电子信息共享情况
NCHS Data Brief. 2016 Jan(236):1-8.
2
Use of a remote clinical decision support service for a multicenter trial to implement prediction rules for children with minor blunt head trauma.在一项多中心试验中使用远程临床决策支持服务来实施针对轻度钝性头部创伤儿童的预测规则。
Int J Med Inform. 2016 Mar;87:101-10. doi: 10.1016/j.ijmedinf.2015.12.002. Epub 2015 Dec 4.
3
Personal Activity Trackers and the Quantified Self.个人活动追踪器与自我量化
Med Ref Serv Q. 2016;35(1):94-100. doi: 10.1080/02763869.2016.1117300.
4
Time for a Patient-Driven Health Information Economy?是时候建立以患者为导向的健康信息经济了吗?
N Engl J Med. 2016 Jan 21;374(3):205-8. doi: 10.1056/NEJMp1512142.
5
Methods for Building and Validating Equations for Physiology-Based Mathematical Models: Glucose Metabolism and Type 2 Diabetes in the Archimedes Model.基于生理学的数学模型方程构建与验证方法:阿基米德模型中的葡萄糖代谢与2型糖尿病
Med Decis Making. 2016 Apr;36(3):410-21. doi: 10.1177/0272989X15601864. Epub 2015 Oct 7.
6
Lessons learned from implementing service-oriented clinical decision support at four sites: A qualitative study.从四个地点实施面向服务的临床决策支持中吸取的经验教训:一项定性研究。
Int J Med Inform. 2015 Nov;84(11):901-11. doi: 10.1016/j.ijmedinf.2015.08.008. Epub 2015 Aug 20.
7
Driving Innovation in Health Systems through an Apps-Based Information Economy.通过基于应用程序的信息经济推动卫生系统创新。
Cell Syst. 2015 Jul;1(1):8-13. doi: 10.1016/j.cels.2015.05.001.
8
A Modular Architecture for Electronic Health Record-Driven Phenotyping.一种用于电子健康记录驱动的表型分析的模块化架构。
AMIA Jt Summits Transl Sci Proc. 2015 Mar 25;2015:147-51. eCollection 2015.
9
Towards Standardized Patient Data Exchange: Integrating a FHIR Based API for the Open Medical Record System.迈向标准化患者数据交换:为开放式电子病历系统集成基于FHIR的应用程序编程接口。
Stud Health Technol Inform. 2015;216:932.
10
Combining expert knowledge and knowledge automatically acquired from electronic data sources for continued ontology evaluation and improvement.结合专家知识和从电子数据源自动获取的知识,以持续进行本体评估和改进。
J Biomed Inform. 2015 Oct;57:42-52. doi: 10.1016/j.jbi.2015.07.014. Epub 2015 Jul 23.