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《盖伦医学术语应用:利用人工智能术语工具提升国家外科手术编码系统的语言连贯性》

Galen-In-Use: using artificial intelligence terminology tools to improve the linguistic coherence of a national coding system for surgical procedures.

作者信息

Rodrigues J M, Trombert-Paviot B, Baud R, Wagner J, Meusnier-Carriot F

机构信息

Department of Public Health and Medical Informatics University of Saint Etienne Jean Monnet, France.

出版信息

Stud Health Technol Inform. 1998;52 Pt 1:623-7.

PMID:10384530
Abstract

GALEN has developed a language independent common reference model based on a medically oriented ontology and practical tools and techniques for managing healthcare terminology including natural language processing. GALEN-IN-USE is the current phase which applied the modelling and the tools to the development or the updating of coding systems for surgical procedures in different national coding centers co-operating within the European Federation of Coding Centre (EFCC) to create a language independent knowledge repository for multicultural Europe. We used an integrated set of artificial intelligence terminology tools named CLAssification Manager workbench to process French professional medical language rubrics into intermediate dissections and to the Grail reference ontology model representation. From this language independent concept model representation we generate controlled French natural language. The French national coding centre is then able to retrieve the initial professional rubrics with different categories of concepts, to compare the professional language proposed by expert clinicians to the French generated controlled vocabulary and to finalize the linguistic labels of the coding system in relation with the meanings of the conceptual system structure.

摘要

盖伦基于医学导向的本体论以及包括自然语言处理在内的医疗术语管理实用工具和技术,开发了一种与语言无关的通用参考模型。“实际应用中的盖伦”是当前阶段,该阶段将建模和工具应用于不同国家编码中心外科手术编码系统的开发或更新,这些编码中心在欧洲编码中心联合会(EFCC)内合作,为多元文化的欧洲创建一个与语言无关的知识库。我们使用了一组名为分类管理器工作台的人工智能术语工具,将法语专业医学语言条目处理为中间解剖结构,并转化为圣杯参考本体模型表示。从这种与语言无关的概念模型表示中,我们生成受控的法语自然语言。然后,法国国家编码中心能够检索带有不同概念类别的初始专业条目,将专家临床医生提出的专业语言与生成的法语受控词汇进行比较,并根据概念系统结构的含义确定编码系统的语言标签。

相似文献

1
Galen-In-Use: using artificial intelligence terminology tools to improve the linguistic coherence of a national coding system for surgical procedures.《盖伦医学术语应用:利用人工智能术语工具提升国家外科手术编码系统的语言连贯性》
Stud Health Technol Inform. 1998;52 Pt 1:623-7.
2
Galen-In-Use: an EU Project applied to the development of a new national coding system for surgical procedures: NCAM.
Stud Health Technol Inform. 1997;43 Pt B:897-901.
3
Galen: a third generation terminology tool to support a multipurpose national coding system for surgical procedures.盖伦:一种支持外科手术多用途国家编码系统的第三代术语工具。
Stud Health Technol Inform. 1999;68:901-5.
4
GALEN: a third generation terminology tool to support a multipurpose national coding system for surgical procedures.盖伦:一种支持外科手术多用途国家编码系统的第三代术语工具。
Int J Med Inform. 2000 Sep;58-59:71-85. doi: 10.1016/s1386-5056(00)00077-0.
5
GALEN based formal representation of ICD10.基于盖伦模型的ICD10形式化表示。
Int J Med Inform. 2007 Feb-Mar;76(2-3):118-23. doi: 10.1016/j.ijmedinf.2006.07.008. Epub 2006 Oct 4.
6
[European pre-standard: structure of classification and coding of surgical procedures].[欧洲预标准:外科手术分类与编码结构]
Langenbecks Arch Chir Suppl Kongressbd. 1998;115:752-6.
7
Rubrics to dissections to GRAIL to classifications.从分类标准到解剖再到GRAIL(一种技术或概念,具体含义需根据上下文确定)再到分类。
Stud Health Technol Inform. 1997;43 Pt A:241-5.
8
Natural language generation of surgical procedures.手术程序的自然语言生成。
Stud Health Technol Inform. 1998;52 Pt 1:591-5.
9
An Ontology driven collaborative development for biomedical terminologies: from the French CCAM to the Australian ICHI coding system.一种用于生物医学术语的本体驱动的协作式开发:从法国的CCAM到澳大利亚的ICHI编码系统。
Stud Health Technol Inform. 2006;124:863-8.
10
Coupling ontology driven semantic representation with multilingual natural language generation for tuning international terminologies.将本体驱动的语义表示与多语言自然语言生成相结合以优化国际术语。
Stud Health Technol Inform. 2007;129(Pt 1):555-9.

引用本文的文献

1
Semantic handling of medical compound words through sound analysis and generation processes.通过语音分析和生成过程对医学复合词进行语义处理。
Proc AMIA Symp. 2000:675-9.
2
The power and limits of a rule-based morpho-semantic parser.基于规则的形态语义解析器的能力与局限
Proc AMIA Symp. 1999:22-6.