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面向继续医学教育的多模态围产保健知识图谱构建研究
引用本文:吴萌,杨林,沈柳,张素菡,王敏,孙振凤,徐晓巍,刘娜娜,王亚新,侯丽,李姣,马良坤.面向继续医学教育的多模态围产保健知识图谱构建研究[J].医学信息学杂志,2024,45(4):8-13.
作者姓名:吴萌  杨林  沈柳  张素菡  王敏  孙振凤  徐晓巍  刘娜娜  王亚新  侯丽  李姣  马良坤
作者单位:中国医学科学院/北京协和医学院医学信息研究所 北京 100020;中国医学科学院北京协和医院 北京 100730;北京市大兴区妇幼保健院 北京 102699
基金项目:北京市科技计划项目(项目编号:Z231100004623010);国家社会科学基金青年项目(项目编号:22CTQ024);中国医学科学院医学与健康科技创新工程重大协同创新项目(项目编号:2021-12M-1-056,2021-I2M-1-023)。
摘    要:目的/意义 将多模态知识图谱应用于围产保健继续医学教育,以提高医护人员围产保健服务质量。方法/过程 结合北京协和医院围产保健继续教育项目学员需求和课程主要特点构建顶层本体,对本体类、关系和属性进行设计和定义,利用不同粒度教学资源表示教学内容,利用Protégé软件构建围产保健知识图谱概念层和实例层。基于团队自主研发的医学知识服务平台MedKaaS,实现多模态实体进一步交互式构建,以及围产保健课程知识的可视化、检索和问答。结果/结论 该多模态知识图谱实现了围产保健课程内容的语义化整合,有助于学员直观和有针对性地学习围产保健知识。

关 键 词:知识图谱  围产保健  医学教育
修稿时间:2024/2/22 0:00:00

Construction of Multimodal Perinatal Health Care Knowledge Graph towards Continuing Medical Education
WU Meng,YANG Lin,SHEN Liu,ZHANG Suhan,WANG Min,SUN Zhenfeng,XU Xiaowei,LIU Nan,WANG Yaxin,HOU Li,LI Jiao,MA Liangkun.Construction of Multimodal Perinatal Health Care Knowledge Graph towards Continuing Medical Education[J].Journal of Medical Informatics,2024,45(4):8-13.
Authors:WU Meng  YANG Lin  SHEN Liu  ZHANG Suhan  WANG Min  SUN Zhenfeng  XU Xiaowei  LIU Nan  WANG Yaxin  HOU Li  LI Jiao  MA Liangkun
Institution:Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100020, China;Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing 100730, China;Beijing Daxing District Maternal and Child Health Hospital, Beijing 102699, China
Abstract:Purpose/Significance Using multimodal knowledge graph in perinatal health care continuing medical education is conducive to improving the quality of perinatal health care service for medical staff.Method/Process The top-level ontology is constructed based on the needs of students of perinatal health care continuing education project in Peking Union Medical College Hospital and the main characteristics of the courses, the classes, relationships and attributes are designed and defined, and different granularity teaching resources are used to represent the teaching content. The Protégé software is used to construct the instances of perinatal health care knowledge graph. Based on MedKaaS developed by our team, the further interactive construction of multi-modal entities, visualization, retrieval and question and answer of perinatal health care course knowledge are realized.Result/Conclusion The multimodal knowledge graph realizes the semantic integration of perinatal health care course content, and helps students learn perinatal health care knowledge intuitively and optionally.
Keywords:knowledge graph  perinatal health care  medical education
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