International Journal of Internet, Broadcasting and Communication

  • 제10권3호
  • /
  • Pages.88-97
  • /
  • 2018
  • /
  • 2288-4920(pISSN)
  • /
  • 2288-4939(eISSN)
한국인터넷방송통신학회 (The Institute of Internet, Broadcasting and Communication)
권호 표지
DOI QR코드

DOI QR Code

Design and Implementation of Healthcare System for Chronic Disease Management

  • Song, Mi-Hwa (Division of Information and communication technology, Semyung University)
  • 투고 : 2018.07.05
  • 심사 : 2018.07.20
  • 발행 : 2018.08.31
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

Chronic diseases management can be effectively achieved through early detection, continuous treatment, observation, and self-management, rather than a radar approach where patients are treated only when they visit a medical facility. However, previous studies have not been able to provide integrated chronic disease management services by considering generalized services such as hypertension and diabetes management, and difficult to expand and link to other services using only specific sensors or services. This paper proposes clinical rule flow model based on medical data analysis to provide personalized care for chronic disease management. Also, we implemented that as Rule-based Smart Healthcare System (RSHS). The proposed system executes chronic diseases management rules, manages events and delivers individualized knowledge information by user's request. The proposed system can be expanded into a variety of applications such as diet and exercise service in the future.

키워드

참고문헌

  1. S. Cho, S. Lee, "Development of Smart Healthcare Scheduling Monitoring System for Elderly Healthcare," International Journal of Internet, Broadcasting and Communication, Vol. 10 No. 2, pp. 51-59, 2018 DOI: http://dx.doi.org/10.7236/IJIBC.2018.10.2.9
  2. http://www.nhis.or.kr/
  3. Patricia A. Grady, Lisa Lucio Gough, "Self-Management: A Comprehensive Approach to Management of Chronic Conditions," American Journal of Public Health, Vol. 104, No. 8, pp. e25-e31, 2014. https://doi.org/10.2105/AJPH.2014.302041
  4. J. Kim, Development of clinical decision support system for community acquired pneumonia, M.S. Thesis. University of Yonsei, Korea, 2008.
  5. Peleg M et al., "Sharable representation of clinical guideline in GLIF: relationship to the Arden Syntax," J Biomed Inform, 34(3), pp. 170-81, 2001. https://doi.org/10.1006/jbin.2001.1016
  6. S. Kim, I. Choi, "Arden Syntax as a standard expression language for medical knowledge," Journal of Korean Society of Medical Informatics, 14-1, pp. 1-7, 2008. https://doi.org/10.4258/jksmi.2008.14.1.1
  7. Tu SW, Campbell J. Musen MA., "The structure of guideline recommendations : a synthesis," AMIA Annu Symp Proc., pp. 679-83, 2003.
  8. Purves IN, Sugden B, Booth N, Sowerby M., "The PRODIGY project - the iterative development of the release one model," In Proceedings of the AMIA Symposium, p.359-63, 1999.
  9. Fox J, Johns N, Rahmanzadeh A., "Disseminating medical knowledge: the PROforma approach," Artificial Intelligent in Medicine, 14, pp. 157-81, 1998. https://doi.org/10.1016/S0933-3657(98)00021-9
  10. Wang D, Shortliffe EH., "GLEE - a model-driven execution system for computer-based implementation of clinical practice guidelines," Proc AMIA Symp, pp. 855-9, 2002.
  11. Samson W Tu, James R Campbell, Julie Glasgow, Mark A Nyman, Robert McClure, James McClay, Craig Parker, Karen M Hrabak, David Berg, Tony Weida, James G Mansfield, Mark A Musen, Robert M Abarbanel, "The SAGE Guideline Model: Achievements and Overview," The Journal of the American Medical Association., 2007.
  12. Peter Jackson, Introduction to Expert Systems, Addison-Wesley Longman Publishing Co., Inc., Boston, MA, chapter1-chapter 5, 1998.
  13. Ongenae et al., "Towards computerizing intensive care sedation guideline: design of a rule-based architecture for automated execution of clinical guidelines," BMC Medical Informatics and Decision Making, 2010. DOI: 10.1186/1472-6947-10-3
  14. Garg A, Adhikari N, McDonald H, Rosas-Arellano P, Devereaux P, Beyene J, Sam J, Haynes B, "Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: A systematic review," Journal of the American Medical Association, 193(10), pp. 1223-1238, 2005. DOI: 10.1001/jama.293.10.1223
  15. Robert A. Greenes, Clinical Decision Support: The Road Ahead, Elsevier Inc., chapter 12, 2007.
  16. http://www.hl7.org/
  17. http://www.jboss.org/drools/