Creating personalised clinical pathways by semantic interoperability with electronic health records

Artificial Intelligence in Medicine

Volumn 58, Issue 2, 2013, Pages 81-89

  Wang, Hua Qiong ^a   Li, Jing Song ^a   Zhang, Yi Fan ^a   Suzuki, Muneou ^b   Araki, Kenji ^b  

^a ZHEJIANG UNIVERSITY   (China)

^b UNIVERSITY OF MIYAZAKI HOSPITAL   (Japan)

Author keywords

Clinical pathway; Electronic health record; Knowledge base; Semantic interoperability

Indexed keywords

CLINICAL PATHWAYS; ELECTRONIC HEALTH RECORD; ELECTRONIC HEALTH RECORD (EHRS); KNOWLEDGE BASE; RESEARCH AND DEVELOPMENT; RESOURCE DESCRIPTION FRAMEWORK; SEMANTIC INTEROPERABILITY; SEMANTIC WEB RULE LANGUAGE (SWRL);

HEALTH CARE; KNOWLEDGE BASED SYSTEMS; QUERY LANGUAGES; RECORDS MANAGEMENT;

INTEROPERABILITY;

ACUTE APPENDICITIS; APPENDECTOMY; ARTICLE; CLINICAL DECISION MAKING; CLINICAL PATHWAY; ELECTRONIC MEDICAL RECORD; HEALTH CARE NEED; HEALTH CARE QUALITY; HUMAN; KNOWLEDGE BASE; KNOWLEDGE MANAGEMENT; MARKUP LANGUAGE; MEDICAL HISTORY; MEDICAL INFORMATION SYSTEM; PATIENT CARE; PATIENT INFORMATION; PATIENT MONITORING; PERSONALIZED MEDICINE; PRIORITY JOURNAL;

APPENDICITIS; ARTIFICIAL INTELLIGENCE; CRITICAL PATHWAYS; DATA MINING; ELECTRONIC HEALTH RECORDS; HUMANS; INDIVIDUALIZED MEDICINE; KNOWLEDGE BASES; PROGRAMMING LANGUAGES; QUALITY IMPROVEMENT; SEMANTICS; SYSTEMS INTEGRATION; TERMINOLOGY AS TOPIC; THERAPY, COMPUTER-ASSISTED; USER-COMPUTER INTERFACE;

EID: 84878109502     PISSN: 09333657     EISSN: 18732860     Source Type: Journal    
DOI: 10.1016/j.artmed.2013.02.005     Document Type: Article

References (40)

1. Chu S. Computerised clinical pathway as process quality improvement tool. Medinfo 2001: proceedings of the 10th world congress on medical informatics 2001, 1135-1139. IOS Press, London. V.L. Patel, R. Rogers, R. Haux (Eds.).
2. De Bleser L., Depreitere R., Waele K.D., Vanhaecht K., Vlayen J., Sermeus W. Defining pathways. Journal of Nursing Management 2006, 14(7):553-563.
3. Rotter T., Kinsman L., James E., Machotta A., Willis J., Snow P., et al. The effects of clinical pathways on professional practice, patient outcomes, length of stay, and hospital costs: cochrane systematic review and meta-analysis. Evaluation & the Health Professions 2012, 35(1):3-27.
4. Alexandrou D., Xenikoudakis F., Mentzas G. SEMPATH: Semantic adaptive and personalized clinical pathways. eTELEMED 2009: proceedings of international conference on eHealth, telemedicine, and social medicine 2009, 36-41. IEEE Computer Society Conference Publishing Services, Piscataway. E.C. Conley, C. Doarn, A. Hajjam-EI-Hassani (Eds.).
5. Vanhaecht K., Bollmann M., Bower K., Gallagher C., Gardini A., Guezo J., et al. Prevalence and use of clinical pathways in 23 countries: an international survey by the European Pathway Association. Journal of Care Pathways 2006, 10(1):28-34.
6. Li W., Liu K., Li S., Yang H. Normative modeling for personalized clinical pathway using organizational semiotics methods. ISCSCT 2008: proceedings of the 1st international symposium on computer science and computational technology 2008, 3-7. IEEE Computer Society, Piscataway. F. Yu, W. Chen, Z. Chen, J. Yuan (Eds.).
7. Blaser R., Schnabel M., Biber C., Bäumlein M., Heger O., Beyer M., et al. Improving pathway compliance and clinician performance by using information technology. International Journal of Medical Informatics 2007, 76(2-3):151-156.
8. Chu S., Cesnik B. Improving clinical pathway design: lessons learned from a computerised prototype. International Journal of Medical Informatics 1998, 51(1):1-11.
9. Fagot C., Pierre D., Py S. Federate best practice around the patient clinical path. ICDIM 2007: proceedings of the 2nd international conference on digital information management 2007, 583-590. IEEE Conference Publications, Piscataway.
10. Abidi S. A conceptual framework for ontology based automating and merging of clinical pathways of comorbidities. Knowledge management for health care procedures 2009, 55-66. Springer, Berlin. D. Riaño (Ed.).
11. Lenz R., Blaser R., Beyer M., Heger O., Biber C., Bäumlein M., et al. IT support for clinical pathways-lessons learned. International Journal of Medical Informatics 2007, 76(Suppl. 3):S397-S402.
12. Gooch P., Roudsari A. Computerization of workflows, guidelines, and care pathways: a review of implementation challenges for process-oriented health information systems. Journal of the American Medical Informatics Association 2011, 18(6):738-748.
13. Blumenthal D., Tavenner M. The " meaningful use" regulation for electronic health records. New England Journal of Medicine 2010, 363(6):501-504.
14. Lurio J., Morrison F.P., Pichardo M., Berg R., Buck M.D., Wu W., et al. Using electronic health record alerts to provide public health situational awareness to clinicians. Journal of the American Medical Informatics Association 2010, 17(2):217-219.
15. Zillner S., Hauer T., Rogulin D., Tsymbal A., Huber M., Solomanides T. Semantic visualization of patient information. CBMS 2008: proceedings of the 21st IEEE international symposium on computer-based medical systems 2008, 296-301. IEEE Computer Society, Piscataway. S. Puuronen, M. Pechenizkiy, A. Tsymbal, D.-J. Lee (Eds.).
16. Tao C., Pathak J., Welch S.R., Bouamrane M.-M., Huff S.M., Chute C.G. Toward semantic web based knowledge representation and extraction from electronic health records. MIXHS'11: proceedings of the 1st international workshop on managing interoperability and complexity in health systems 2011, 75-78. ACM, New York. M.-M. Bouamrane, T. Cui (Eds.).
17. Argüello Casteleiro M., Des J., Prieto M.J.F., Perez R., Paniagua H. Executing medical guidelines on the web: towards next generation healthcare. Knowledge-Based Systems 2009, 22(7):545-551.
18. Fox J., Alabassi A., Patkar V., Rose T., Black E. An ontological approach to modelling tasks and goals. Computers in Biology and Medicine 2006, 36(7-8):837-856.
19. Dang J., Hedayati A., Hampel K., Toklu C. An ontological knowledge framework for adaptive medical workflow. Journal of Biomedical Informatics 2008, 41(5):829-836.
20. Ye Y., Jiang Z., Diao X., Yang D., Du G. An ontology-based hierarchical semantic modeling approach to clinical pathway workflows. Computers in Biology and Medicine 2009, 39(8):722-732.
21. Hu Z., Li J., Zhou T., Yu H., Suzuki M., Araki K. Ontology-based clinical pathways with semantic rules. Journal of Medical Systems 2012, 36(4):2203-2212.
22. [accessed 13.12.12]. http://www.ch-cp.org.cn/.
23. Warner B.W., Kulick R.M., Stoops M.M., Mehta S., Stephan M., Kotagal U.R. An evidenced-based clinical pathway for acute appendicitis decreases hospital duration and cost. Journal of Pediatric Surgery 1998, 33(9):1371-1375.
24. Takegami K., Kawaguchi Y., Nakayama H., Kubota Y., Nagawa H. Impact of a clinical pathway and standardization of treatment for acute appendicitis. Surgery Today 2003, 33(5):336-341.
25. Chevalley T., Chevalley T., Hoffmeyer P., Bonjour J.P., Rizzoli R. An osteoporosis clinical pathway for the medical management of patients with low-trauma fracture. Osteoporosis International 2002, 13(6):450-455.
26. Stanton-Hicks M.D., Burton A.W., Bruehl S.P., Carr D.B., Harden R.N., Hassenbusch S.J., et al. An updated interdisciplinary clinical pathway for CRPS: report of an expert panel. Pain Practice 2002, 2(1):1-16.
27. Chapman W.W., Christensen L.M., Wagner M.M., Haug P.J., Ivanov O., Dowling J.N., et al. Classifying free-text triage chief complaints into syndromic categories with natural language processing. Artificial Intelligence in Medicine 2005, 33(1):31-40.
28. Casteleiro M.A., Diz J.J.D. Clinical practice guidelines: a case study of combining OWL-s, OWL, and SWRL. Knowledge-Based Systems 2007; 2008, 21:247-255.
29. [accessed 13.12.12]. http://www.w3.org/TR/2004/REC-owl-features-20040210/%23s1.3.
30. [accessed 13.12.12]. http://www.daml.org/rules/proposal/abstract.html.
31. Hurley K.F., Abidi S.S.R. Ontology engineering to model clinical pathways: towards the computerization and execution of clinical pathways. CBMS 2007: proceedings of the 20th IEEE international symposium on computer-based medical systems 2007, 536-541. IEEE Computer Society, Piscataway. P. Kokol, V. Podgorelec, D. Micetic-Turk, M. Zorman, M. Verlic (Eds.).
32. Sucurovic S. An approach to access control in electronic health record. Journal of Medical Systems 2010, 34(4):659-666.
33. Patel C., Gomadam K., Khan S., Garg V., Trial X. Using semantic technologies to match patients to relevant clinical trials based on their Personal Health Records. Web Semantics: Science, Services and Agents on the World Wide Web 2010, 8(4):342-347.
34. Serbanati L.D., Ricci F.L., Mercurio G., Vasilateanu A. Steps towards a digital health ecosystem. Journal of Biomedical Informatics 2011, 44(4):621-636.
35. Memisoglu K., Karip B., Mestan M., Onur E. The value of preoperative diagnostic tests in acute appendicitis, retrospective analysis of 196 patients. World Journal of Emergency Surgery 2010, 5(1):5.
36. [accessed 13.12.12]. http://swrl.stanford.edu/ontologies/built-ins/3.3/temporal.owl%23.
37. Tao C., Wei W.Q., Solbrig H.R., Savova G., Chute C.G. CNTRO: a semantic web ontology for temporal relation inferencing in clinical narratives. AMIA Annual Symposium Proceedings Archive 2010, 2010:787-791.
38. Yu H., Li J., Zhang X., Tian Y., Suzuki M., Araki K. Performance assessment of EMR systems based on post-relational database. Journal of Medical Systems 2012, 36(4):2421-2430.
39. Li J., Zhang X., Chu J., Suzuki M., Araki K. Design and development of EMR supporting medical process management. Journal of Medical Systems 2012, 36(3):1193-1203.
40. Wakamiya S., Yamauchi K. What are the standard functions of electronic clinical pathways?. International Journal of Medical Informatics 2009, 78(8):543-550.