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SNOMED CT: A Clinical Terminology but Also a Formal Ontology
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作者 Constant Joseph Koné Michel Babri Jean Marie Rodrigues 《Journal of Biosciences and Medicines》 2023年第11期326-333,共8页
Context and Objective: Over the past few decades, terminologies developed for clinical descriptions have been increasingly used as key resources for knowledge management, data integration, and decision support to the ... Context and Objective: Over the past few decades, terminologies developed for clinical descriptions have been increasingly used as key resources for knowledge management, data integration, and decision support to the extent that today they have become essential in the biomedical and health field. Among these clinical terminologies, some may possess the characteristics of one or several types of representation. This is the case for the Systematized Nomenclature of Human and Veterinary Medicine—Clinical Terms (SNOMED CT), which is both a clinical medical terminology and a formal ontology based on the principles of semantic web. Methods: We present and discuss, on one hand, the compliance of SNOMED CT with the requirements of a reference clinical terminology and, on the other hand, the specifications of the features and constructions of descriptive of SNOMED CT. Results: We demonstrate the consistency of the reference clinical terminology SNOMED CT with the principles stated in James J. Cimino’s desiderata and we also show that SNOMED CT contains an ontology based on the EL profile of OWL2 with some simplifications. Conclusions: The duality of SNOMED CT shown is crucial for understanding the versatility, depth, and scope in the health field. 展开更多
关键词 snomed ct Clinical Terminology ONTOLOGY OWL2
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International Healthcare Terminologies for Morbidity New Era: SNOMED and ICD11
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作者 Jean Marie Rodrigues Constant Kone +1 位作者 Michel Babri Béatrice Trombert 《Journal of Biosciences and Medicines》 2024年第8期357-368,共12页
The Information Technology (IT) developments have changed the use of Healthcare terminologies from paper-based mortality statistics with the WHO international classifications of diseases (ICD) to the IT-based morbidit... The Information Technology (IT) developments have changed the use of Healthcare terminologies from paper-based mortality statistics with the WHO international classifications of diseases (ICD) to the IT-based morbidity implementations for instance for Casemix-based healthcare funding and managing systems. This higher level of granularity is worldwide spread under the umbrella of several national modifications named ICD10 XM. These developments have met the increased use of the International Clinical Reference Terminology named SNOMED. When the updating of WHO ICD10 to WHO ICD11 was decided a merging was envisaged and a WHO SNOMED CT common work proposed a methodology to create a common formal ontology between the 11th version of the WHO International Classification of Diseases and Health Problems (ICD) and the most used in the world clinical terminology named Systematized Nomenclature of Human and Veterinary Medicine - Clinical Terms (SCT). The present work follows this unachieved work and aims to develop a SNOMED-based formal ontology for ICD11 chapter 1 using the textual definitions of ICD11 codes which is a completely new character of ICD and the ontology tools provided by SCT in the publicly available SNOMED Browser. There are two key results: the lexical alignment is complete and the ontology alignment is incomplete with the validated SNOMED concept model can be completed with not yet validated attributes and values of the SNOMED Compositional Grammar. The work opens a new era for the seamless use of both international terminologies for morbidity for instance for DRG/Casemix and clinical management use. The main limitation is that it is restricted to 1 out of 26 chapters of ICD11. 展开更多
关键词 Lexical Alignment Semantic Interoperability Ontology snomed Concept Model ICD-11 snomed ct
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国际医学术语体系进展及特色优势分析 被引量:11
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作者 任慧玲 李晓瑛 +3 位作者 邓盼盼 冀玉静 刘懿 黄裕翔 《中国科技术语》 2021年第3期18-25,共8页
文章深入调研国际主流医学术语体系的新进展,为中文医学术语体系建设提供参考。选取国际具有较高影响力的医学术语体系,概要阐述其编制目标、内容结构及应用现状等基本情况,并对其特色优势进行剖析与归纳,发现国际主流医学术语体系表现... 文章深入调研国际主流医学术语体系的新进展,为中文医学术语体系建设提供参考。选取国际具有较高影响力的医学术语体系,概要阐述其编制目标、内容结构及应用现状等基本情况,并对其特色优势进行剖析与归纳,发现国际主流医学术语体系表现出更新持久、应用目标明确、开放易获取、语义关系丰富等特色。国际医学术语体系的编制模式及新进展,开辟了一条融合创新与应用验证相结合的医学术语标准化之路,有助于推动中文医学术语体系的建设落地。 展开更多
关键词 医学术语体系 MESH snomed ct ICD LOINC NCIt
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结合RoBERTa与多策略召回的医学术语标准化 被引量:3
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作者 韩振桥 付立军 +3 位作者 刘俊明 郭宇捷 唐珂轲 梁锐 《计算机系统应用》 2022年第10期245-253,共9页
针对传统的基于模板匹配、人工构建特征、语义匹配等解决术语标准化的方案,往往会存在术语映射准确率不高,难以对齐等问题.本文结合医疗领域的文本中术语口语化、表达多样化的特点,使用了多策略召回和蕴含语义评分排序模块来提升医学术... 针对传统的基于模板匹配、人工构建特征、语义匹配等解决术语标准化的方案,往往会存在术语映射准确率不高,难以对齐等问题.本文结合医疗领域的文本中术语口语化、表达多样化的特点,使用了多策略召回和蕴含语义评分排序模块来提升医学术语标准化效果.在多策略召回模块中使用了基于Jaccard相关系数、TF-IDF、历史召回方法进行召回,在蕴含语义评分模块使用了RoBERTa-wwm-ext作为判分语义模型.首次在医学专业人员标注的基于SNOMED CT标准的中文数据集上验证了可用性.实验证明,在医疗知识特征的处理中,本方法能够在医学术语标准化实际应用上达到不错的效果,具有很好的泛化性及实用价值. 展开更多
关键词 术语标准化 知识映射 深度学习 RoBERTa-wwm-ext snomed ct
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