• DocumentCode
    1778091
  • Title

    KnowledgeButton: An evidence adaptive tool for CDSS and clinical research

  • Author

    Afzal, Mehreen ; Hussain, Mutawarra ; Khan, Wajahat Ali ; Ali, Tamer ; Sungyoung Lee ; Byeong Ho Kang

  • Author_Institution
    Dept. of Comput. Eng., Kyung Hee Univ., Yongin, South Korea
  • fYear
    2014
  • fDate
    23-25 June 2014
  • Firstpage
    273
  • Lastpage
    280
  • Abstract
    Healthcare domain is continuously growing with new knowledge emerged at different levels of clinical interest. At the same time, there is an increasing interest in the use of clinical decision support systems (CDSSs) to increase the healthcare quality and efficiency. Majorly the existing CDSSs are not designed to adapt scientific research in a well-established and automatic manner. Clinicians and researchers access the online resources on frequent basis for unmet questions during the course of patient care. They usually follow a dis-integrated approach to search for their required information from resources of their interest. Additionally, there is lack of defined mechanism to integrate the relevant knowledge for future use. To overcome the disintegrated and non-automatic approach, we introduce the concept of KnowledgeButton; a comprehensive model for evidence adaption from online credible knowledge sources in a well-defined and established manner. It saves the time of clinicians spend unnecessary in searching research evidence using disintegrated and manual mechanism. In this paper, we provide architecture design, workflows, and scenarios complemented with primary results. It covers walk-through from search query generation to evaluation of search results.
  • Keywords
    decision support systems; health care; knowledge based systems; medical computing; query processing; CDSS; KnowledgeButton concept; clinical decision support systems; clinical interest; clinical research; health care efficiency; health care quality; patient care; search query generation; search results evaluation; Australia; Benchmark testing; Visualization; CDSS; Knowledge Base Maintenance; KnowledgeButton; Query Generation; Research Evidence;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovations in Intelligent Systems and Applications (INISTA) Proceedings, 2014 IEEE International Symposium on
  • Conference_Location
    Alberobello
  • Print_ISBN
    978-1-4799-3019-7
  • Type

    conf

  • DOI
    10.1109/INISTA.2014.6873630
  • Filename
    6873630