A strategy for developing practice guidelines for the ICU using automated knowledge acquisition techniques

Journal of Clinical Monitoring and Computing

Volumn 15, Issue 2, 1999, Pages 109-117

  De Clercq, Paul A ^a   Blom, Johannes A ^a,b   Hasman, Arie ^a,b   Korsten, Hendrikus H M ^c  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b MAASTRICHT UNIVERSITY   (Netherlands)

^c CATHARINA HOSPITAL   (Netherlands)

Author keywords

Arden syntax; Critiquing system; Decision support; Intensive care; Knowledge acquisition; Practice guidelines; Reminder system

Indexed keywords

DECISION SUPPORT SYSTEMS; EXPERT SYSTEMS; HOSPITAL DATA PROCESSING; INFORMATION MANAGEMENT; INTENSIVE CARE UNITS; KNOWLEDGE ACQUISITION;

PATIENT DATA MANAGEMENT SYSTEM (PDMS);

PATIENT MONITORING;

ARTICLE; AUTOMATION; EMERGENCY HEALTH SERVICE; ENGINEERING; HEALTH CARE PERSONNEL; HEALTH CARE PLANNING; HEALTH CARE SYSTEM; INFORMATION PROCESSING; INTENSIVE CARE UNIT; LEARNING; MEDICAL DECISION MAKING; PATIENT CODING; PRACTICE GUIDELINE; PRIORITY JOURNAL; ARTIFICIAL INTELLIGENCE; DECISION SUPPORT SYSTEM; EXPERT SYSTEM; HUMAN; MEDICAL RECORD; REMINDER SYSTEM;

ARTIFICIAL INTELLIGENCE; DATA DISPLAY; DECISION SUPPORT SYSTEMS, CLINICAL; EXPERT SYSTEMS; HUMANS; INTENSIVE CARE UNITS; MEDICAL RECORDS; PRACTICE GUIDELINES; REMINDER SYSTEMS;

EID: 0032998164     PISSN: 13871307     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009911121207     Document Type: Article

References (27)

1. Uckun S. Instantiating and monitoring skeletal treatment plans. Methods Inf Med 1996; 35: 324-333
2. Lau F, Vincent DD. A knowledge-based care protocol system for ICU. Proceedings of MEDINFO 95 1995; 979-983
3. Welbank M. An overview of knowledge acquisition methods. Interacting with computers 1990; 2 (1): 83-91
4. Van Bemmel JH, Musen MA. Handbook of medical informatics. Houten: Bohn Stafleu Van Loghum, 1997
5. Musen MA, Fagan L, Combs DM, Shortliffe EH. Use of a domain model to drive an interactive knowledge-editing tool. Int J Man-Mach Stud 1987; 26: 105-121
6. Metnitz PGH, Lenz K. Patient data management systems in intensive care - the situation in Europe. Intensive Care Med 1995; 21: 703-715
7. McDonald CJ, Hui SL, Smith DM, Tierney WM, Cohen SJ, Weinberger M. Reminders to physicians from an introspective computer medical record. A two-year randomized trial. Ann Intern Med 1984; 100: 130-138
8. Gill H, Ludwigs U, Matell G, Rudowski R, Shahsavar N, Ström C, Wigertz O. Integrating knowledge-based technology into computer aided ventilation systems. Int J Clin Monit Comput 1990; 7 (1): 1-6
9. Laffey TJ, Cox PA, Schmidt JL, Kao SM, Read JY. Real-time knowledge-based systems. AI Magazine 1988; 9 (1): 27-45
10. Blom JA. Temporal logics and real time expert systems. Comput Methods Programs Biomed 1996; 51; 35-49
11. Blom JA. The SIMPLEXYS Experiment. Real time expert systems in patient monitoring. PhD Thesis, Eindhoven University of Technology
12. Musen, MA. Dimensions of Knowledge Sharing and Reuse. Comput Biomed Res 1992; 25; 435-467
13. Gruber, TR. A translation approach to portable ontologies. Knowledge Acquisition 1993; 5 (2): 199-220
14. Project IMPACT Page. SSCM Web Page. Available at http://www.sccm.org/impact/impact_home_set.html
15. Jenders RA, Dasgupta B. Assessment of a knowledge-acquisition tool for writing Medical Logic Modules in the Arden Syntax. Proc AMIA Annu Fall Symp 1996: 567-571
16. Effective Health Care. Implementing clinical practice guidelines: Can guidelines be used to improve clinical practice? Effective Health Care 1994; 1 (8)
17. East TD, Morris AH, Wallace CJ, Clemmer TP, Orme JF Jr, Weaver LK, Henderson S, Sittig DF. A strategy for development of computerized critical care decision support systems. Int J Clin Monit Comput 1991; 8 (4): 263-269
18. East TD, Henderson S, Pace NL, Morris AH, Brunner JX. Knowledge engineering using retrospective review of data: a useful technique or merely data dredging? Int J Clin Monit Comput 1991; 8 (4): 259-262
19. Hripcsak G. Rationale for the Arden Syntax. Comput Biomed Res 1994; 27 (4): 291-324
20. Shortliffe EH. Testing Reality: The introduction of decision-support technologies for physicians. Meth Inform Med 1989; 28: 1-5
21. Miller RA, Masarie FE Jr. The demise of the "Greek Oracle" model for medical diagnostic systems. Meth Inform Med 1990; 29: 1-2
22. Miller PL. Expert critiquing systems, practice-based medical consultation by computer. New York: Springer-Verlag, 1986
23. Langlotz CP, Shortliffe EH. Adapting a consultation system to critique user plans. Int J Man-Mach Stud 1983; 19: 479-496
24. Evans RS, Larsen RA, Burke JP, Gardner RM, Meier FA, Jacobson JA, Conti MT, Jacobson JT, Hulse RK. Computer surveillance of hospital-acquired infections and antibiotic use. JAMA 1986: 1007-1011
25. Lepage EF, Gardner RM, Laub RM, Jacobson JT. Assessing the effectiveness of a computerized blood order "consultation" system. Proc Annu Symp Comput Appl Med Care 1991: 33-37
26. Van der Lei J, Musen MA. A model for critiquing based on automated medical records. Comput Biomed Res 1991; 24: 344-378
27. Van der Lei J, Van der Heijden P, Boon WM. Critiquing expert critiques. Issues for the development of computer-based monitoring in primary care. Proceedings of MED-INFO 89 1989; 106-110