Skip to main content

Ontology-Based Retrospective and Prospective Diagnosis and Medical Knowledge Personalization

  • Conference paper
Knowledge Representation for Health-Care (KR4HC 2010)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 6512))

Included in the following conference series:

Abstract

Computers can be helpful to support physicians in medical diagnosis and health care personalization. Here, a health care ontology for the care of chronically ill patients that was created and validated in the k4care project is used in prospective and retrospective diagnoses, and also in the personalization of medical knowledge. This paper describes the technical aspects of these three ontology-based tasks and the successful experiences in their application to deal with wrong diagnoses, comorbidites, missing data, and prevention.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Critchley, M.: Medical Dictionary. Butterworths, London (1986)

    Google ScholarĀ 

  2. Isern, D., Moreno, M.: Computer-based execution of clinical guidelines: A review. I. J. Medical InformaticsĀ 77(12), 787ā€“808 (2008)

    ArticleĀ  Google ScholarĀ 

  3. Peleg, M., Tu, S., Bury, J., Ciccarese, P., Fox, J., Greenes, R.A., Hall, R., Johnson, P.D., Jones, N., Kumar, A., Miksch, S., Quaglini, S., Seyfang, A., Shortliffe, E.H., Stefanelli, M.: Comparing computer-interpretable guideline models: a case-study approach. JAMIAĀ 10, 52ā€“68 (2003)

    Google ScholarĀ 

  4. Myers, J.D.: The Background of INTERNIST-I and QMR. In: Blum, Duncan (eds.) A History of Medical Informatics, pp. 427ā€“433. ACM Press, New York (1990)

    Google ScholarĀ 

  5. Masarie Jr., F.E., Miller, R.A., Myers, J.D.: INTERNIST-I properties: representing common sense and good medical practice in a computerized medical knowledge base. Comput. Biomed. Res.Ā 18(5), 458ā€“479 (1985)

    ArticleĀ  Google ScholarĀ 

  6. Heckerman, D., Miller, R.: Towards a better understanding of the INTERNIST-1 knowledge base. In: Proceedings of Medinfo, Washington, DC, October 1996, pp. 27ā€“31. North-Holland, New York (1986)

    Google ScholarĀ 

  7. Pople, H.E.: CADUCEUS: An Experimental Expert System for Medical Diagnosis. In: Winston, P., Prendergast, K. (eds.) The AZ Business. MIT Press, Cambridge (1984)

    Google ScholarĀ 

  8. Jovic, A., Prcela, M., Gamberger, D.: Ontologies in Medical Knowledge Representation. In: 29th Int. Conf. on Information Technology Interfaces, pp. 535ā€“540 (2007)

    Google ScholarĀ 

  9. Ceusters, W., Smith, B., Flanagan, J.: Ontology and Medical Terminology: Why Description Logics Are Not Enough. In: Towards Electronic Patient Record (2003)

    Google ScholarĀ 

  10. Rodriguez, A., Mencke, M., Alor-Hernandez, G., et al.: MEDBOLI: Medical Diagnosis Based on Ontologies and Logical Inference. In: Int. Conf. on eHealth, Telemedicine, and Social Medicine, pp. 233ā€“238 (2009)

    Google ScholarĀ 

  11. Studer, R., Benjamins, R., Fensel, D.: Knowledge engineering: Principles and methods. IEEE Trans. on Data and Knowledge Eng.Ā 25(1-2), 161ā€“197 (1998)

    ArticleĀ  MATHĀ  Google ScholarĀ 

  12. Quaglini, S., Panzarasa, S., Giorgiani, T., Zucchella, C., Bartolo, M., Sinforiani, E., Sandrini, G.: Ontology-Based Personalization and Modulation of Computerized Cognitive Exercises. In: Combi, C., Shahar, Y., Abu-Hanna, A. (eds.) AIME 2009. LNCS, vol.Ā 5651, pp. 240ā€“244. Springer, Heidelberg (2009)

    ChapterĀ  Google ScholarĀ 

  13. Abidi, S.S.R., Chen, H.: Adaptable Personalized Care Planning via a Semantic Web Framework. In: MIE 2006 (2006)

    Google ScholarĀ 

  14. Campana, F., Moreno, A., RiaƱo, D., Varga, L.: K4CARE: Knowledge-Based Homecare e-Services for an Ageing Europe. In: Agent Technology and e-Health. Whitestain Series, pp. 95ā€“115. BirkhƤuser Verlag, Basel (2008)

    ChapterĀ  Google ScholarĀ 

  15. RiaƱo, D., Real, F., Campana, F., Ercolani, S., Annicchiarico, R.: An Ontology for the Care of the Elder at Home. In: Combi, C., Shahar, Y., Abu-Hanna, A. (eds.) AIME 2009. LNCS, vol.Ā 5651, pp. 235ā€“239. Springer, Heidelberg (2009)

    ChapterĀ  Google ScholarĀ 

  16. RiaƱo, D.: The SDA* Model: A Set Theory Approach. In: 20th IEEE Int. Workshop on CBMS, pp. 563ā€“568 (2007)

    Google ScholarĀ 

  17. WHO: International Classification of Diseases (ICD), http://www.who.int/classifications/icd/en/

  18. WHO: Anatomical Therapeutic Chemical Classification System (ATC), http://www.whocc.no/atcddd/

  19. Angele, J., Boley, H., de Bruijn, J., Fensel, D., Hitzler, P., Kifer, M., Krumme-nacher, R., Lausen, H., Polleres, A., Studer, R.: Web Rule Language (WRL). World Wide Web Consortium, W3C Member Submission (September 2005), http://www.w3.org/Submission/WRL/

  20. Eiter, T., Ianni, G., Polleres, A., Schindlauer, R., Tompits, H.: Reasoning with rules and ontologies. In: Barahona, P., Bry, F., Franconi, E., Henze, N., Sattler, U. (eds.) Reasoning Web 2006. LNCS, vol.Ā 4126, pp. 93ā€“127. Springer, Heidelberg (2006)

    ChapterĀ  Google ScholarĀ 

  21. Dhyani, D., Ng, W.K., Bhowmick, S.S.: A Survey of Web Metrics. ACM Computing SurveysĀ 34(4), 469ā€“503 (2002)

    ArticleĀ  Google ScholarĀ 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

Ā© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Romero-Tris, C., RiaƱo, D., Real, F. (2011). Ontology-Based Retrospective and Prospective Diagnosis and Medical Knowledge Personalization. In: RiaƱo, D., ten Teije, A., Miksch, S., Peleg, M. (eds) Knowledge Representation for Health-Care. KR4HC 2010. Lecture Notes in Computer Science(), vol 6512. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-18050-7_1

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-18050-7_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-18049-1

  • Online ISBN: 978-3-642-18050-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics