50 years of informatics research on decision support: What's next

Methods of Information in Medicine

Volumn 50, Issue 6, 2011, Pages 525-535

  Mitchell, Joyce A ^a   Gerdin, U ^b   Lindberg, D A B ^c   Lovis, C ^d   Martin Sanchez, F J ^e   Miller, R A ^f   Shortliffe, E H ^g   Leong, T Y ^h  

^a UNIVERSITY OF UTAH SCHOOL OF MEDICINE   (United States)

^b NATIONAL BOARD OF HEALTH AND WELFARE   (Sweden)

^c NATIONAL INSTITUTES OF HEALTH   (United States)

^d GENEVA UNIVERSITY HOSPITALS   (Switzerland)

^e UNIVERSITY OF MELBOURNE   (Australia)

^f VANDERBILT UNIVERSITY MEDICAL CENTER   (United States)

^g UNIVERSITY OF TEXAS   (United States)

^h NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

Decision support; Education; Genomic and clinical information; Information retrieval; Integrative system; Knowledge representation; Personalized medicine; Standard vocabularies

Indexed keywords

ARTICLE; DECISION SUPPORT SYSTEM; HISTORY; MEDICAL INFORMATICS; PERSONALIZED MEDICINE; RESEARCH; SYSTEM ANALYSIS;

DECISION SUPPORT SYSTEMS, CLINICAL; HISTORY, 20TH CENTURY; HISTORY, 21ST CENTURY; INDIVIDUALIZED MEDICINE; MEDICAL INFORMATICS; RESEARCH; SYSTEMS INTEGRATION;

EID: 83455201733     PISSN: 00261270     EISSN: None     Source Type: Journal    
DOI: 10.3414/ME11-06-0004     Document Type: Article

References (43)

1. Ledley RS, Lusted LB. Reasoning foundations of medical diagnosis; symbolic logic, probability, and value theory aid our understanding of how phy-sicians reason. Science 1959; 130 (3366): 9-21. Epub 1959/07/03.
2. Warner HR, Toronto AF, Veasy LG. Experience with Bayes' Theorem for Computer Diagnosis of Congenital Heart Disease. Annals of the New York Academy of Sciences. 1964; 115: 558-567. Epub 1964/07/31.
3. Gorry GA, Barnett GO. Sequential diagnosis by computer. JAMA: the journal of the American Medical Association 1968; 205 (12): 849-854. Epub 1968/09/16.
4. de Dombal FT, Leaper DJ, Staniland JR, McCann AP, Horrocks JC. Computer-aided diagnosis of acute abdominal pain. British medical journal 1972; 2 (5804): 9-13. Epub 1972/04/01.
5. Shortliffe EH. The adolescence of AI in medicine: will the field come of age in the '90s? Artificial intelligence in medicine 1993; 5 (2): 93-106. Epub 1993/04/01.
6. Miller RA. Medical diagnostic decision support systems-past, present, and future: a threaded bibliography and brief commentary. Journal of the American Medical Informatics Association: JAMIA 1994; 1 (1): 8-27. Epub 1994/01/01.
7. Patel VL, Shortliffe EH, Stefanelli M, Szolovits P, Berthold MR, Bellazzi R, et al. The coming of age of artificial intelligence in medicine. Artificial intelligence in medicine 2009; 46 (1): 5-17. Epub 2008/09/16.
8. Miller RA, Masarie FE, Jr. The demise of the "Greek Oracle" model for medical diagnostic systems. Methods Inf Med 1990; 29 (1): 1-2. Epub 1990/01/01.
9. Hripcsak G, Ludemann P, Pryor TA, Wigertz OB, Clayton PD. Rationale for the Arden Syntax. Computers and biomedical research, an international journal 1994; 27 (4): 291-324. Epub 1994/08/01.
10. Miller RA, Gardner RM. Recommendations for responsible monitoring and regulation of clinical software systems. American Medical Informatics Association, Computer-based Patient Record Institute, Medical Library Association, Association of Academic Health Science Libraries, American Health Information Management Association, American Nurses Association. Journal of the American Medical Informatics Association: JAMIA 1997; 4 (6): 442-457. Epub 1997/12/10.
11. Barnett GO, Cimino JJ, Hupp JA, Hoffer EP. DXplain. An evolving diagnostic decision-support system. JAMA: the journal of the American Medical Association 1987; 258 (1): 67-74. Epub 1987/07/03.
12. Miller RA, Pople HE, Jr., Myers JD. Internist-1, an experimental computer-based diagnostic consultant for general internal medicine. The New England journal of medicine 1982; 307 (8): 468-476. Epub 1982/08/19.
13. Osheroff JAPE, Teich JM, Sittig DF, Jenders RA. Improving Outcomes with Clinical Decision Support: An Implementer's Guide: HIMSS: Productivity Press; 2005. p 136.
14. Newman-Toker DE, Pronovost PJ. Diagnostic errors-the next frontier for patient safety. JAMA: the journal of the American Medical Association 2009; 301 (10): 1060-1062. Epub 2009/03/13.
15. Carey S. The Origin of Concepts. New York: Oxford University Press; 2009.
16. Gigerenzer G, Goldstein DG. Reasoning the fast and frugal way: models of bounded rationality. Psychological review 1996; 103 (4): 650-669. Epub 1996/10/01.
17. Singh H, Petersen LA, Thomas EJ. Understanding diagnostic errors in medicine: a lesson from avi-ation. Quality & safety in health care 2006; 15 (3): 159-164. Epub 2006/06/06.
18. Warner JL, Najarian RM, Tierney LM, Jr. Perspective: Uses and misuses of thresholds in diagnostic decision making. Academic medicine: journal of the Association of American Medical Colleges 2010; 85 (3): 556-563. Epub 2010/02/26.
19. Kannampallil TG, Schauer GF, Cohen T, Patel VL. Considering complexity in healthcare systems. Journal of biomedical informatics 2011. Epub 2011/07/19.
20. Edmonds B. What is Complexity?-The philosophy of complexity per se with application to some examples in evolution. Brussels, Belgium: Centre for Policy Modelling 1999. Report No. 07.
21. Lyons M. Knowledge and the modelling of complex systems. Futures [Internet]. 2005; 37 (3): 711-719. Available from: http://www.sciencedirect.com/ science/article/pii/S001632870400179X.
22. Kawamoto K, Lobach DF, Willard HF, Ginsburg GS. A national clinical decision support infrastructure to enable the widespread and consistent practice of genomic and personalized medicine. BMC medical informatics and decision making 2009; 9: 17. Epub 2009/03/25.
23. West M, Ginsburg GS, Huang AT, Nevins JR. Embracing the complexity of genomic data for per-sonalized medicine. Genome research. 2006; 16 (5): 559-566. Epub 2006/05/03.
24. Sittig DF, Wright A, Osheroff JA, Middleton B, Teich JM, Ash JS, et al. Grand challenges in clinical decision support. Journal of biomedical informatics 2008; 41 (2): 387-392. Epub 2007/11/22.
25. Deshmukh VG, Hoffman MA, Arnoldi C, Bray BE, Mitchell JA. Efficiency of CYP2C9 genetic test representation for automated pharmacogenetic decision support. Methods of information in medicine. 2009; 48 (3): 282-290. Epub 2009/04/24.
26. Roco M. BW. Converging Technologies for Improving Human Performance. Dordrecht, The Netherlands: NSF/DOC-sponsored report, 2003.
27. Hoffman MA. The genome-enabled electronic medical record. Journal of biomedical informatics 2007; 40 (1): 44-46. Epub 2006/04/18.
28. Mitchell JA. The impact of genomics on E-health. Studies in health technology and informatics 2004; 106: 63-74. Epub 2005/04/28.
29. Moore B, Hu H, Singleton M, Reese MG, De La Vega FM, Yandell M. Global analysis of disease-related DNA sequence variation in 10 healthy individuals: implications for whole genome-based clinical diagnostics. Genetics in medicine: official journal of the American College of Medical Genetics 2011; 13 (3): 210-217. Epub 2011/02/18.
30. Ashley EA, Butte AJ, Wheeler MT, Chen R, Klein TE, Dewey FE, et al. Clinical assessment incorporating a personal genome. Lancet 2010; 375 (9725): 1525-1535. Epub 2010/05/04.
31. Ullman-Cullere MH, Mathew JP. Emerging landscape of genomics in the Electronic Health Record for personalized medicine. Human mutation 2011; 32 (5): 512-516. Epub 2011/02/11.
32. Pang AW, MacDonald JR, Pinto D, Wei J, Rafiq MA, Conrad DF, et al. Towards a comprehensive structural variation map of an individual human genome. Genome biology 2010; 11 (5): R52. Epub 2010/05/21.
33. Reese MG, Moore B, Batchelor C, Salas F, Cunningham F, Marth GT, et al. A standard variation file format for human genome sequences. Genome biology 2010; 11 (8): R88. Epub 2010/08/28.
34. Lee SH, Wood GM, Jung CY, Bray BE, Mitchell JA, Eilbeck K. Structuring genomic variant data for the electronic health record. PLoS One, Under Review. 2011.
35. Mitchell DR, Mitchell JA. Status of clinical gene sequencing data reporting and associated risks for information loss. Journal of biomedical informatics 2007; 40 (1): 47-54. Epub 2006/04/18.
36. Crockett DK, Ridge PK, Wilson AR, Lyon E, Williams MS, Narus SP, Facelli JC, Mitchell JA. Consensus: a framework for evaluation of uncertain gene variants in laboratory test reporting. Genome Medicine, Under Review. 2011.
37. Del Fiol G, Williams MS, Maram N, Rocha RA, Wood GM, Mitchell JA. Integrating genetic information resources with an EHR. AMIA Annual Symposium proceedings /AMIA Symposium AMIA Symposium; 2006. p 904. Epub 2007/01/24.
38. Beaudoin DE, Longo N, Logan RA, Jones JP, Mitchell JA. Using information prescriptions to refer patients with metabolic conditions to the Genetics Home Reference website. Journal of the Medical Library Association: JMLA 2011; 99 (1): 70-76. Epub 2011/01/19.
39. ISO Concept Database. Available from: https:// cdb.iso.org/cdb/search.action.
40. International Health Terminology Standards Development Organisation.
41. epSOS-European Patients Smart Open Services. Available from: http://www.epsos.eu/.
42. The World Health Organization. Available from: http://www.who.int/en/.
43. Health Level Seven International, The International Health Terminology Standard. Available from: http://www.hl7.org/.