A web-based data visualization tool for the MIMIC-II database
详细信息    查看全文
  • 作者:Joon Lee ; Evan Ribey ; James R. Wallace
  • 关键词:Medical data visualization ; Medical data exploration ; Web ; based software tools
  • 刊名:BMC Medical Informatics and Decision Making
  • 出版年:2016
  • 出版时间:December 2016
  • 年:2016
  • 卷:16
  • 期:1
  • 全文大小:1,740 KB
  • 参考文献:1.MIT Technology Review. Data-driven health care. MIT Technol Rev. 2014;117:1–19. https://​www.​technologyreview​.​com/​business-report/​data-driven-health-care/​ .
    2.Lee J, Scott DJ, Villarroel M, Clifford GD, Saeed M, Mark RG. Open-access MIMIC-II database for intensive care research. IEEE Eng Med Biol Soc. 2011;2011:8315–8.
    3.Lee J, Maslove DM, Dubin JA. Personalized Mortality Prediction Driven by Electronic Medical Data and a Patient Similarity Metric. PLoS One. 2015;10, e0127428.PubMedCentral CrossRef PubMed
    4.Mandelbaum T, Lee J, Scott DJ, Mark RG, Malhotra A, Howell MD, et al. Empirical relationships among oliguria, creatinine, mortality, and renal replacement therapy in the critically ill. Intensive Care Med. 2013;39:414–9.PubMedCentral CrossRef PubMed
    5.Lee J, De Louw E, Niemi M, Nelson R, Mark RG, Celi LA, et al. Association between fluid balance and survival in critically ill patients. J Intern Med. 2014.
    6.Danziger J, William JH, Scott DJ, Lee J, Lehman L-W, Mark RG, et al. Proton-pump inhibitor use is associated with low serum magnesium concentrations. Kidney Int. 2013;83:692–9.CrossRef PubMed
    7.Goldberger AL, Amaral LA, Glass L, Hausdorff JM, Ivanov PC, Mark RG, et al. PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals. Circulation. 2000;101:E215–20.CrossRef PubMed
    8.Scott DJ, Lee J, Silva I, Park S, Moody GB, Celi LA, et al. Accessing the public MIMIC-II intensive care relational database for clinical research. BMC Med Inform Decis Mak. 2013;13:9.PubMedCentral CrossRef PubMed
    9.Lowe HJ, Ferris TA, Hernandez PM, Weber SC. STRIDE--An integrated standards-based translational research informatics platform. AMIA Annu Symp Proc. 2009;2009:391–5.PubMedCentral PubMed
    10.Murphy SN, Weber G, Mendis M, Gainer V, Chueh HC, Churchill S, et al. Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2). J Am Med Inform Assoc. 2010;17:124–30.PubMedCentral CrossRef PubMed
    11.Warner JL, Zhang P, Liu J, Alterovitz G. Classification of hospital acquired complications using temporal clinical information from a large electronic health record. J Biomed Inform. 2016;59:209–17.CrossRef
  • 作者单位:Joon Lee (1)
    Evan Ribey (1)
    James R. Wallace (1)

    1. School of Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada
  • 刊物主题:Health Informatics; Information Systems and Communication Service; Management of Computing and Information Systems;
  • 出版者:BioMed Central
  • ISSN:1472-6947
文摘
Background Although MIMIC-II, a public intensive care database, has been recognized as an invaluable resource for many medical researchers worldwide, becoming a proficient MIMIC-II researcher requires knowledge of SQL programming and an understanding of the MIMIC-II database schema. These are challenging requirements especially for health researchers and clinicians who may have limited computer proficiency. In order to overcome this challenge, our objective was to create an interactive, web-based MIMIC-II data visualization tool that first-time MIMIC-II users can easily use to explore the database.

© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号

地址:北京市海淀区学院路29号 邮编:100083

电话:办公室:(+86 10)66554848;文献借阅、咨询服务、科技查新:66554700