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Timing is everything. Time-oriented clinical information systems.时机就是一切。面向时间的临床信息系统。
West J Med. 1998 Feb;168(2):105-13.
2
Temporal reasoning and temporal data maintenance in medicine: issues and challenges.医学中的时间推理与时间数据维护:问题与挑战
Comput Biol Med. 1997 Sep;27(5):353-68. doi: 10.1016/s0010-4825(96)00010-8.
3
Temporal representation and reasoning in medicine: Research directions and challenges.医学中的时间表征与推理:研究方向与挑战
Artif Intell Med. 2006 Oct;38(2):101-13. doi: 10.1016/j.artmed.2006.10.001. Epub 2006 Nov 1.
4
A knowledge-based time-oriented active database approach for intelligent abstraction, querying and continuous monitoring of clinical data.一种基于知识的面向时间的主动数据库方法,用于临床数据的智能抽象、查询和持续监测。
Stud Health Technol Inform. 2004;107(Pt 1):84-8.
5
Visually defining and querying consistent multi-granular clinical temporal abstractions.直观定义和查询一致的多粒度临床时间抽象。
Artif Intell Med. 2012 Feb;54(2):75-101. doi: 10.1016/j.artmed.2011.10.004. Epub 2011 Dec 15.
6
Merging multimedia presentations and semistructured temporal data: a graph-based model and its application to clinical information.融合多媒体演示文稿与半结构化时态数据:一种基于图的模型及其在临床信息中的应用。
Artif Intell Med. 2005 Jun;34(2):89-112. doi: 10.1016/j.artmed.2004.11.003.
7
Knowledge-level querying of temporal patterns in clinical research systems.临床研究系统中时间模式的知识级查询。
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Clinical workstations supporting evidence-based medicine.支持循证医学的临床工作站。
Stud Health Technol Inform. 2000;77:14-7.
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Temporal reasoning for decision support in medicine.医学决策支持中的时间推理
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A framework for distributed mediation of temporal-abstraction queries to clinical databases.用于对临床数据库进行时间抽象查询的分布式中介框架。
Artif Intell Med. 2005 May;34(1):3-24. doi: 10.1016/j.artmed.2004.07.009.

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Representation of Time-Relevant Common Data Elements in the Cancer Data Standards Repository: Statistical Evaluation of an Ontological Approach.癌症数据标准库中与时间相关的通用数据元素表示:本体方法的统计评估
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A Learning Health Care System Using Computer-Aided Diagnosis.一个使用计算机辅助诊断的学习型医疗保健系统。
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Temporal data representation, normalization, extraction, and reasoning: A review from clinical domain.时态数据表示、规范化、提取与推理:来自临床领域的综述
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Recognizing Temporal Information in Korean Clinical Narratives through Text Normalization.通过文本规范化识别韩国临床叙述中的时间信息。
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Tools for improving the characterization and visualization of changes in neuro-oncology patients.用于改善神经肿瘤患者变化特征描述及可视化的工具。
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Temporal reasoning with medical data--a review with emphasis on medical natural language processing.医学数据的时间推理——以医学自然语言处理为重点的综述
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Applying temporal joins to clinical databases.将时间连接应用于临床数据库。
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本文引用的文献

1
Applying object-oriented technologies in modeling and querying temporally oriented clinical databases dealing with temporal granularity and indeterminacy.在处理时间粒度和不确定性的面向时间的临床数据库的建模和查询中应用面向对象技术。
IEEE Trans Inf Technol Biomed. 1997 Jun;1(2):100-27. doi: 10.1109/4233.640654.
2
Using a general theory of time and change in patient monitoring: experiment and evaluation.
Comput Biol Med. 1997 Sep;27(5):435-52. doi: 10.1016/s0010-4825(97)00014-0.
3
Effective data validation of high-frequency data: time-point-, time-interval-, and trend-based methods.
Comput Biol Med. 1997 Sep;27(5):389-409. doi: 10.1016/s0010-4825(97)00012-7.
4
Modeling medical trials in pharmacoeconomics using a temporal object model.
Comput Biol Med. 1997 Sep;27(5):369-87. doi: 10.1016/s0010-4825(97)00011-5.
5
A temporal database mediator for protocol-based decision support.用于基于协议的决策支持的时态数据库中介器。
Proc AMIA Annu Fall Symp. 1997:298-302.
6
HyperCare: a prototype of an active database for compliance with essential hypertension therapy guidelines.HyperCare:一个用于遵循原发性高血压治疗指南的主动数据库原型。
Proc AMIA Annu Fall Symp. 1997:288-92.
7
An intention-based language for representing clinical guidelines.一种用于表示临床指南的基于意图的语言。
Proc AMIA Annu Fall Symp. 1996:592-6.
8
EON: a component-based approach to automation of protocol-directed therapy.EON:一种基于组件的协议导向治疗自动化方法。
J Am Med Inform Assoc. 1996 Nov-Dec;3(6):367-88. doi: 10.1136/jamia.1996.97084511.
9
Managing temporal worlds for medical trend diagnosis.
Artif Intell Med. 1996 Jul;8(3):299-321. doi: 10.1016/0933-3657(95)00037-2.
10
Knowledge-based temporal abstraction in clinical domains.临床领域中基于知识的时间抽象。
Artif Intell Med. 1996 Jul;8(3):267-98. doi: 10.1016/0933-3657(95)00036-4.

时机就是一切。面向时间的临床信息系统。

Timing is everything. Time-oriented clinical information systems.

作者信息

Shahar Y, Combi C

机构信息

Section on Medical Informatics, School of Medicine, Stanford University, CA 94305-5479, USA.

出版信息

West J Med. 1998 Feb;168(2):105-13.

PMID:9499744
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC1304838/
Abstract

Time is important in clinical information systems. Representing, maintaining, querying, and reasoning about time-oriented clinical data is a major theoretical and practical research area in medical informatics. In this nonexhaustive overview, we present a brief synopsis of research efforts in designing and developing time-oriented information systems in medicine. These efforts can be viewed from either an application point of view, distinguishing between different clinical tasks (such as diagnosis versus therapy) and clinical areas (such as infectious diseases versus oncology), or a methodological point of view, distinguishing between different theoretical approaches. We also explore the two primary methodological and theoretical paths research has taken in the past decade: temporal reasoning and temporal data maintenance. Both of these research areas include efforts to model time, temporal entities, and temporal queries. Collaboration between the two areas is possible, through tasks such as the abstraction of raw time-oriented clinical data into higher-level meaningful clinical concepts and the management of different levels of temporal granularity. Such collaboration could provide a common ground and useful areas for future research and development. We conclude with our view of future research directions.

摘要

时间在临床信息系统中至关重要。对面向时间的临床数据进行表示、维护、查询和推理是医学信息学中一个主要的理论和实践研究领域。在这篇非详尽的综述中,我们简要概述了在医学领域设计和开发面向时间的信息系统方面的研究工作。这些工作可以从应用角度来看待,区分不同的临床任务(如诊断与治疗)和临床领域(如传染病与肿瘤学),也可以从方法论角度来看待,区分不同的理论方法。我们还探讨了过去十年研究中所采用的两条主要的方法论和理论路径:时间推理和时间数据维护。这两个研究领域都包括对时间、时间实体和时间查询进行建模的工作。通过诸如将原始的面向时间的临床数据抽象为更高级别的有意义的临床概念以及管理不同级别的时间粒度等任务,这两个领域之间的合作是可能的。这种合作可以为未来的研发提供一个共同基础和有用的领域。我们以对未来研究方向的看法作为结论。