• 国家药监局综合司 国家卫生健康委办公厅
  • 国家药监局综合司 国家卫生健康委办公厅

Constructing patient diagnosis and treatment knowledge graph from relational database of EMR systemZHANG

Corresponding author: zhangbaiping, 2503002258@qq.com
DOI: 10.12201/bmr.202110.00031
Statement: This article is a preprint and has not been peer-reviewed. It reports new research that has yet to be evaluated and so should not be used to guide clinical practice.
  •  

    Abstract: This paper introduces the motivation of using graph database in EMR data, expounds the whole process of using neo4j to model the relational data of EMR system, constructs the multi relational heterogeneous diagnosis and treatment knowledge graph of outpatient records of a large Class Ⅲ Grade Ⅰ general hospital, realizes the visualization of the structure of relational database in EMR system, and explores the potential of using graph database to promote data management and analysis. The ultimate goal of this work is to study techniques and methods in order to obtain more insights from the visual representation and analysis of large graph databases.

    Key words: graph database visualisation of relations EMR knowledge graph

    Submit time: 7 December 2021

    Copyright: The copyright holder for this preprint is the author/funder, who has granted biomedRxiv a license to display the preprint in perpetuity.
  • 图表

  • liangjing, wenyi. Research on the Application of Knowledge Graph in Medical Aided Diagnosis. 2022. doi: 10.12201/bmr.202109.00021

    zhouyang, Kuang Zemin. Research progress,s application of medical knowledge graph. 2021. doi: 10.12201/bmr.202107.00012

    Li Xiaoying, Cai Miaozhi, Li Junlian, Ren Huiling, Ji Yujing, Deng Panpan, Xia Guanghui. Research on the construction of COVID-19 knowledge graph for literature organization. 2020. doi: 10.12201/bmr.202010.00840

    Sun Yueping, Dong Liangguang. Analysis of evidence-based knowledge graph construction of medical books for medical education. 2020. doi: 10.12201/bmr.202011.00001

    Yueping Sun, Kang Hongyu, Hou Li. Analysis of evidence-based knowledge graph construction of medical books for medical education. 2021. doi: 10.12201/bmr.202110.00001

    ZHOU Hai, PENG Feiling, WEI Changfa. Research and Practice on the Construction of Syndrome Differentiation Knowledge Graph of Diagnostics of Traditional Chinese Medicine. 2020. doi: 10.12201/bmr.202004.00036

    yushasha, xiaohui. The construction practice of hospital information system database cloud platform and zero data loss system. 2021. doi: 10.12201/bmr.202110.00028

    Wang Xia, Tang Lin, Yu Qiance, Mu Nan, Cao Hongxin. Design and implementation of thematic knowledge database system in Medical University Library. 2021. doi: 10.12201/bmr.202111.00011

    LIU Mi-mi, DU Guo-xia, ZHOU Yi, WU Bin, WU Xiao-ying. Construction and preliminary application of liver cirrhosis special disease database. 2021. doi: 10.12201/bmr.202104.00014

  • ID Submit time Number Download
    1 2021-10-28

    bmr.202110.00031V1

    Download
  • Public  Anonymous  To author only

Get Citation

zhangbaiping. Constructing patient diagnosis and treatment knowledge graph from relational database of EMR systemZHANG. 2021. biomedRxiv.202110.00031

Article Metrics

  • Read: 1364
  • Download: 9
  • Comment: 0

Email This Article

User name:
Email:*请输入正确邮箱
Code:*验证码错误