Standards, data models, ontologies, rules: Prerequisites for comprehensive clinical practice guidelines

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7018 LNCS, Issue , 2011, Pages 252-266

  Fry, Emory ^a   Sottara, Davide ^b  

^a NAVAL MEDICAL CENTER SAN DIEGO   (United States)

^b UNIVERSITY OF BOLOGNA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

CDS; CLINICAL DECISION SUPPORT; CLINICAL GUIDELINE; CLINICAL PRACTICE GUIDELINES; CONCEPTUAL FOUNDATIONS; DOMAIN CONCEPTS; DOMAIN KNOWLEDGE; EXPRESSIVE DESCRIPTION LOGIC; REAL-WORLD SCENARIO; TECHNICAL CHALLENGES; MEDICAL COMMUNITY;

COMPUTER PROGRAMMING LANGUAGES; DATA DESCRIPTION; DECISION SUPPORT SYSTEMS; ONTOLOGY; SEMANTIC WEB; SEMANTICS; USER INTERFACES; C (PROGRAMMING LANGUAGE); COMPUTATION THEORY;

STANDARDS; SEMANTIC WEB;

EID: 80455168103     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24908-2_27     Document Type: Conference Paper

References (42)

1. Abbasi, M., Kashiyarndi, S.: Clinical Decision Support Systems: A Discussion on Different Methodologies Used in Health Care (2010)
2. Anselma, L., Montani, S.: Supporting and Optimizing Clinical Guidelines Execution. Citeseer (2008)
3. Beale, T.: The OpenEHR Archetype System. 1, 1-19 (2003)
4. Bottrighi, A., Chesani, F., Mello, P., Montali, M., Montani, S.: Conformance Checking of Executed Clinical Guidelines in Presence of Basic Medical Knowledge. Event (London), 1-12
5. Boxwala, A., Peleg, M., Tu, S., Ogunyemi, O., Zeng, Q., Wang, D., Patel, V., Greenes, R., Shortliffe, E.: GLIF3: a Representation Format for Sharable Computer-Interpretable Clinical Practice Guidelines. Journal of Biomedical Informatics 37(3), 147-161 (2004)
6. Buchanan, B.G., Shortliffe, E.H.: Rule-based Expert Systems: The MYCIN Experiments of the Stanford Heuristic Programming Project. Addison-Wesley, Reading (1984)
7. Ceccarelli, M., Stasio, A.D., Donatiello, A., Vitale, D.: A Guideline Engine For Knowledge Management in Clinical Decision Support Systems (CDSSs)
8. Ceusters, W., Smith, B., Flanagan, J.: Ontology and Medical Terminology: Why Description Logics Are Not Enough. Computing (2003)
9. Che, C., Monson, K., Poon, K.B., Shakib, S.C., Lau, L.M.: Managing Vocabulary Mapping Services. In: AMIA Annual Symposium Proceedings, vol. 2005, p. 916. American Medical Informatics Association (2005)
10. Ciccarese, P., Caffi, E., Quaglini, S., Stefanelli, M.: Architectures and Tools for Innovative Health Information Systems: The Guide Project. International Journal of Medical Informatics 74(7-8), 553-562 (2005)
11. Coyle, J., Mori, A., Huff, S.: Standards for Detailed Clinical Models as the Basis for Medical Data Exchange and Decision Support. International Journal Of Medical Informatics 69(2-3), 157-174 (2003)
12. Doerr, M.: Semantic Problems of Thesaurus Mapping. Journal of Digital Information 1(8), 1-27 (2001)
13. Eccles, M., Mason, J.: How to Develop Cost-Conscious Guidelines. Health Technology Assessment (Winchester, England) 5(16), 1-69 (2001)
14. Goossen, W., Goossen-Baremans, A., van der Zel, M.: Detailed Clinical Models: A Review. Healthcare Informatics Research 16(4), 201-214 (2010)
15. Greenes, R.A.: Clinical Decision Support: The Road Ahead. Academic Press (2006)
16. Hersh, W.: Health and Biomedical Informatics: Opportunities and Challenges for a Twenty-First Century Profession and Its Education. Yearb. Med. Inform., 157-164 (2008)
17. Hrabak, K.M., Campbell, J.R., Tu, S.W., McClure, R., Weida, R.T.: Creating Interoperable Guidelines: Requirements of Vocabulary Standards in Immunization Decision Support. Studies In Health Technology And Informatics 129(Pt 2), 930-934 (January 2007)
18. Hripcsak, G., Clayton, P., Pryor, T.: The Arden Syntax for Medical Logic Modules. In: 14. Annual Symposium on Computer Applications in Medical Care, pp. 200-204 (1990)
19. Jaspers, M.W.M., Smeulers, M., Vermeulen, H., Peute, L.W.: Effects of Clinical Decision-Support Systems on Practitioner Performance and Patient Outcomes: A Synthesis of High-Quality Systematic Review Findings. Journal of the American Medical Informatics Association 18(3), 327-334 (2011)
20. Jenders, R.A., Sujansky, W., Broverman, C.A., Chadwick, M.: Towards Improved Knowledge Sharing: Assessment of the HL7 Reference Information Model to Support Medical Logic Module Queries. In: Proceedings of the AMIA Annual Fall Symposium, pp. 308-312 (January 1997)
21. Johnson, P.D., Tu, S., Booth, N., Sugden, B., Purves, I.N.: Using Scenarios in Chronic Disease Management Guidelines for Primary Care. In: Proceedings of the AMIA Annual Fall Symposium, pp. 389-393 (January 2000)
22. Jovic, A., Prcela, M., Gamberger, D.: Ontologies in Medical Knowledge Representation. In: 29th International Conference on Information Technology Interfaces, pp. 535-540 (June 2007)
23. Kashyap, V., Morales, A.: On Implementing Clinical Decision Support: Achieving Scalability and Maintainability by Combining Business Rules and Ontologies. In: AMIA Annual Symposium, vol. 40(C) (2006)
24. Kawamoto, K., Del Fiol, G., Strasberg, H., Hulse, N., Curtis, C., Cimino, J., Rocha, B., Maviglia, S., Fry, E., Scherpbier, H., et al.: Multi-National, Multi-Institutional Analysis of Clinical Decision Support Data Needs to Inform Development of the HL7 Virtual Medical Record Standard. In: AMIA Annual Symposium Proceedings, vol. 2010, p. 377. American Medical Informatics Association (2010)
25. Kong, G., Xu, D., Yang, J., Body, R., Mackway-Jones, K., Carley, S.: A Belief Rule-Based Decision Support System for Clinical Risk Assessment of Cardiac Chest Pain. pp. 1-31
26. Kong, G., Xu, D.L., Yang, J.B.: Clinical Decision Support Systems: a Review of Knowledge Representation and Inference Under Uncertainties. International Journal of Computational Intelligence Systems 1(2), 159 (2008)
27. Liu, J.C.S., Shiffinan, R.N.: Operationalization of Clinical Practice Guidelines Using Fuzzy Logic. Medical Informatics, 283-287
28. McCray, a.T., Nelson, S.J.: The Representation of Meaning in the UMLS. Methods of Information in Medicine 34(1-2), 193-201 (1995)
29. Mirhaji, P., Zhu, M., Vagnoni, M., Bernstam, E.V., Zhang, J., Smith, J.W.: Ontology Driven Integration Platform for Clinical and Translational Research. BMC Bioinformatics 10(suppl. 2), S2 (2009)
30. Montani, S.: Case-Based Reasoning for Managing Noncompliance with Clinical Guidelines. Computational Intelligence 25(3), 196-213 (2009)
31. Onisko, A., Lucas, P., Druzdzel, M.J.: Comparison of Rule-Based and Bayesian Network Approaches in Medical Diagnostic Systems
32. Osheroff, J.A., Teich, J.M., Middleton, B., Steen, E.B., Wright, A., Detmer, D.E.: A Roadmap for National Action on Clinical Decision Support. Journal of the American Medical Informatics Association 14(2), 141 (2007)
33. Parker, C.G., Rocha, R.A., Campbell, J.R., Tu, S.W., Huff, S.M.: Detailed Clinical Models for Sharable, Executable Guidelines. Studies in Health Technology and Informatics 107(Pt 1), 145-148 (2004)
34. Quinlan, J.R.: Generating Production Rules From Decision Trees. In: Proceedings of the Tenth International Joint Conference on Artificial Intelligence, vol. 30107, pp. 304-307. Citeseer (1987)
35. Rector, A., Bechhofer, S., Goble, C., Horrocks, I., Nowlan, W., Solomon, W.: The GRAIL Concept Modelling Language for Medical Terminology. Artificial Intelligence in Medicine 9(2), 139-171 (1997)
36. Shahar, Y., Miksch, S., Johnson, P.: The Asgaard Project: A Task-Specific Framework for the Application and Critiquing of Time-Oriented Clinical Guidelines. Artificial Intelligence in Medicine 14(1-2), 29-51 (1998)
37. Sherman, E.H., Hripcsak, G., Starren, J., Jenders, R.A., Clayton, P.: Using Intermediate States to Improve the Ability of the Arden Syntax to Implement Care Plans and Reuse Knowledge. In: Proceedings of the Annual Symposium on Computer Application in Medical Care, p. 238. American Medical Informatics Association (1995)
38. Smets, P.: Imperfect Information: Imprecision and Uncertainty, pp. 225-254 (1996)
39. Sordo, M., Boxwala, A.A., Ogunyemi, O., Greenes, R.A.: Description and Status Update on GELLO: A Proposed Standardized Object-Oriented Expression Language for Clinical Decision Support. Studies in Health Technology and Informatics 107(Pt 1), 164-168 (2004)
40. Tu, S.W., Musen, M.A.: The EON Model of Intervention Protocols and Guidelines. In: Proceedings of the AMIA Annual Fall Symposium, pp. 587-591 (January 1996)
41. Tu, S., Campbell, J., Glasgow, J., Nyman, M., McClure, R., McClay, J., Parker, C., Hrabak, K., Berg, D., Weida, T., et al.: The SAGE Guideline Model: Achievements and Overview. Journal of the American Medical Informatics Association 14(5), 589 (2007)
42. Warren, J., Beliakov, G., Zwaag, B.V.D.: Fuzzy Logic in Clinical Practice Decision Support Systems. Computing 00(c), 1-10 (2000)