Skip to main content

Part of the book series: Studies in Computational Intelligence ((SCI,volume 326))

Abstract

This chapter presents an overview of some of the most recent advances in the application of decision support systems in healthcare. A summary of the chapters on clinical decision support systems, rehabilitation decision support systems, and some current factors involving technology acceptance is presented.

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 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover 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. Yoshida, H., Jain, A., Ichalkaranje, A., Jain, L.C., Ichalkaranje, N. (eds.): Advanced Computational Intelligence Paradigms in Healthcare, 1. Springer, Heidelberg (2007)

    Google Scholar 

  2. Vaidya, S., Jain, L.C., Yoshida, H. (eds.): Advanced Computational Intelligence Paradigms in Healthcare, 2. Springer, Heidelberg (2008)

    Google Scholar 

  3. Sardo, M., Vaidya, S., Jain, L.C. (eds.): Advanced Computational Intelligence Paradigms in Healthcare, 3. Springer, Heidelberg (2008)

    Google Scholar 

  4. Bichindaritz, I., Vaidya, S., Jain, A., Jain, L.C. (eds.): Advanced Computational Intelligence Paradigms in Healthcare, 4. Springer, Heidelberg (2010)

    Google Scholar 

  5. Cerrito, P.B.: Choice of Antibiotic in Open Heart surgery. Intelligent Decision Technologies-An International Journal 1(1-2), 63–69 (2007)

    Google Scholar 

  6. De Paz, J.F., et al.: Case-based Reasoning as a Decision Support System for Cancer Diagnosis: A Case Study. International Journal of Hybrid Intelligent Systems 6(2), 97–110 (2009)

    MathSciNet  Google Scholar 

  7. Goel, P., et al.: On the Use of Spiking Neural Networks for EEG Classification. International Journal of Knowledge-Based and Intelligent Engineering Systems 12(4), 295–304 (2008)

    MathSciNet  Google Scholar 

  8. Hüllermeier, E.: Case Based Approximate Reasoning. Springer, Heidelberg (2007)

    Google Scholar 

  9. Husmeier, D., Dybowski, R., Roberts, S., Wu, X., Jain, L.C. (eds.): Probabilistic Modelling in Bioinformatics and Medical Informatics. Advanced Information and Knowledge Processing. Springer, Heidelberg (2005)

    MATH  Google Scholar 

  10. Ichalkaranje, N., Ichalkaranje, A., Jain, L.C. (eds.): Intelligent Paradigms for Assistive and Preventive Healthcare. Springer, Heidelberg (2006)

    Google Scholar 

  11. Jain, A., Jain, A., Jain, S., Jain, L.C. (eds.): Artificial Intelligence Techniques in Breast Cancer Diagnosis and Prognosis. World Scientific, Singapore (2000)

    MATH  Google Scholar 

  12. Kabassi, K., et al.: Specifying the personalization reasoning mechanism for an intelligent medical e-learning system on Atheromatosis: An Empirical Study. Intelligent Decision Technologies-An International Journal 2(3), 179–190 (2008)

    Google Scholar 

  13. Kang, E., et al.: Remote Control Multiagent System for u-Healthcare Service. In: Nguyen, N.T., Grzech, A., Howlett, R.J., Jain, L.C. (eds.) KES-AMSTA 2007. LNCS (LNAI), 4496, 636–644. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  14. Kodogiannis, V.S., et al.: An Intelligent Decision Support Systems for Bacterial Clinical Isolates in Vitro Utisising an Electronic Nose. Intelligent Decision Technologies-An International Journal 3(4), 219–231 (2009)

    Google Scholar 

  15. Kodogiannis, V.S.: Decision Support Systems in Wireless Capsule Endoscopy. Intelligent Decision Technologies-An International Journal 1(1-2), 17–32 (2007)

    Google Scholar 

  16. Koleszynska, J.: GIGISim-The Intelligent Telehealth System: Computer Aided Diabetes Management – A New Review. In: Apolloni, B., Howlett, R.J., Jain, L. (eds.) KES 2007, Part I. LNCS (LNAI), 4692, 789–796. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  17. Kostakis, H., et al.: A Computational Algorithm for the Risk Assessment of Developing Acute Coronary Syndromes using Online Analytical Process Methodology. International Journal of Knowledge Engineering and Soft Data Paradigms 1(1), 85–99 (2009)

    Article  MathSciNet  Google Scholar 

  18. Koutsojannis, C., Hatzillygeroudis, I.: Fuzzy-Evolutionary Synergism in an Intelligent Medical Diagnosis System. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds.) KES 2006. LNCS (LNAI), 4252, 1313–1322. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  19. Mateo, R.M.A., et al.: Mobile Agent Using Data Mining for Diagnostic Sup-port in Ubiquitous Healthcare. In: Nguyen, N.T., Grzech, A., Howlett, R.J., Jain, L.C. (eds.) KES-AMSTA 2007. LNCS (LNAI), 4496, 795–804. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  20. Menolascina, F., et al.: Fuzzy rule Induction and Artificial Immune Systems in Female Breast cancer Familiarity Profiling. International Journal of Hybrid Intelligent Systems 5(3), 161–165 (2008)

    Google Scholar 

  21. Nebot, A.: Rule-Based Assistance to Brain Tumor Diagnosis Using LR-FIR. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds.) KES 2008, Part II. LNCS (LNAI), 5178, 173–180. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  22. Nejad, S.G., et al.: An Agent-based Diabetic Patient Simulation. In: Nguyen, N.T., Jo, G.-S., Howlett, R.J., Jain, L.C. (eds.) KES-AMSTA 2008. LNCS (LNAI), 4953, 832–841. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  23. Jeong, C.-W., Kim, D.-H., Joo, S.-C.: Mobile Collaboration Framework for u-Healthcare Agent Services and its Application Using PDAs. In: Nguyen, N.T., Grzech, A., Howlett, R.J., Jain, L.C. (eds.) KES-AMSTA 2007. LNCS (LNAI), 4496, 747–756. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  24. Okamoto, T., Ishida, Y.: Towards an Immunity-based System for Detecting Masqueraders. International Journal of Knowledge-based and Intelligent Engineering Systems 13(3,4), 103–110 (2009)

    Google Scholar 

  25. Papageorgiou, E., et al.: Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds.) KES 2006. LNCS (LNAI), 4251, 515–523. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  26. Pous, C., et al.: Diagnosing Papients with a Combination of Principal Component Analysis and Cased Based Reasoning. International Journal of Hybrid Intelligent Systems 6(2), 111–122 (2009)

    Google Scholar 

  27. Qian, Y.-W., et al.: An On-line Decision Support System for Diagnosing He-matologic Malignancies by Flow Cytometry Immunophenotyping. International Journal of Medical Engineering and Informatics 1(1), 109–124

    Google Scholar 

  28. Rakus-Andersson, E.: Fuzzy and Rough Techniques in Medical Diagnosis and Medication. Springer, Heidelberg (2007)

    MATH  Google Scholar 

  29. Sardo, M., Vaidya, S., Jain, L.C. (eds.): Advanced Computational Intelligence Paradigms in Healthcare, 3. Springer, Heidelberg (2008)

    Google Scholar 

  30. Seta, K., et al.: Learning Environment for Improving Critical Thinking Skills in Nursing Domain. International Journal of Advanced Intelligence Paradigms 1(2) (2008)

    Google Scholar 

  31. Silverman, B., Jain, A., Ichalkaranje, A., Jain, L.C. (eds.): Intelligent Paradigms in Healthcare Enterprises. Springer, Heidelberg (2005)

    Google Scholar 

  32. Tentori, M., et al.: Privacy-Aware Autonomous agents for Pervasive Health-care. IEEE Intelligent Systems 21(6), 55–62 (2006)

    Article  Google Scholar 

  33. Teodorescu, H.-N., Jain, L.C. (eds.): Intelligent Systems and Technologies in Rehabilitation Engineering. CRC Press, USA (2001)

    Google Scholar 

  34. Teodorescu, H.-N., Kandel, A., Jain, L.C. (eds.): Fuzzy and Neuro-fuzzy Systems in Medicine. CRC Press, USA (1999)

    Google Scholar 

  35. Teodorescu, H.-N., Kandel, A., Jain, L.C. (eds.): Soft Computing in Human Related Sciences. CRC Press, USA (1999)

    Google Scholar 

  36. Tonfoni, G., Jain, L.C. (eds.): Innovations in Decision support Systems. Advanced Knowledge International, ch. 8, 9 (2003)

    Google Scholar 

  37. Velikova, M.: A Decision support system for Breast Cancer Detection in Screening Programs. In: Proceedings of the 18th European Conference on Artificial Intelligence, 658–662. IOS Press, Amsterdam (2008)

    Google Scholar 

  38. Wagholikar, K.V., Deshpande, A.W.: Fuzzy Relation Based Modeling for Medical Diagnostic Decision Support: Case Studies. International Journal of Knowledge-Based and Intelligent Engineering Systems 12(5-6), 319–326 (2008)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Brahnam, S., Jain, L.C. (2010). Intelligent Decision Support Systems in Healthcare. In: Brahnam, S., Jain, L.C. (eds) Advanced Computational Intelligence Paradigms in Healthcare 5. Studies in Computational Intelligence, vol 326. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16095-0_1

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-16095-0_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-16094-3

  • Online ISBN: 978-3-642-16095-0

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics