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.
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References
Yoshida, H., Jain, A., Ichalkaranje, A., Jain, L.C., Ichalkaranje, N. (eds.): Advanced Computational Intelligence Paradigms in Healthcare, 1. Springer, Heidelberg (2007)
Vaidya, S., Jain, L.C., Yoshida, H. (eds.): Advanced Computational Intelligence Paradigms in Healthcare, 2. Springer, Heidelberg (2008)
Sardo, M., Vaidya, S., Jain, L.C. (eds.): Advanced Computational Intelligence Paradigms in Healthcare, 3. Springer, Heidelberg (2008)
Bichindaritz, I., Vaidya, S., Jain, A., Jain, L.C. (eds.): Advanced Computational Intelligence Paradigms in Healthcare, 4. Springer, Heidelberg (2010)
Cerrito, P.B.: Choice of Antibiotic in Open Heart surgery. Intelligent Decision Technologies-An International Journal 1(1-2), 63–69 (2007)
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)
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)
Hüllermeier, E.: Case Based Approximate Reasoning. Springer, Heidelberg (2007)
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)
Ichalkaranje, N., Ichalkaranje, A., Jain, L.C. (eds.): Intelligent Paradigms for Assistive and Preventive Healthcare. Springer, Heidelberg (2006)
Jain, A., Jain, A., Jain, S., Jain, L.C. (eds.): Artificial Intelligence Techniques in Breast Cancer Diagnosis and Prognosis. World Scientific, Singapore (2000)
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)
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)
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)
Kodogiannis, V.S.: Decision Support Systems in Wireless Capsule Endoscopy. Intelligent Decision Technologies-An International Journal 1(1-2), 17–32 (2007)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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
Rakus-Andersson, E.: Fuzzy and Rough Techniques in Medical Diagnosis and Medication. Springer, Heidelberg (2007)
Sardo, M., Vaidya, S., Jain, L.C. (eds.): Advanced Computational Intelligence Paradigms in Healthcare, 3. Springer, Heidelberg (2008)
Seta, K., et al.: Learning Environment for Improving Critical Thinking Skills in Nursing Domain. International Journal of Advanced Intelligence Paradigms 1(2) (2008)
Silverman, B., Jain, A., Ichalkaranje, A., Jain, L.C. (eds.): Intelligent Paradigms in Healthcare Enterprises. Springer, Heidelberg (2005)
Tentori, M., et al.: Privacy-Aware Autonomous agents for Pervasive Health-care. IEEE Intelligent Systems 21(6), 55–62 (2006)
Teodorescu, H.-N., Jain, L.C. (eds.): Intelligent Systems and Technologies in Rehabilitation Engineering. CRC Press, USA (2001)
Teodorescu, H.-N., Kandel, A., Jain, L.C. (eds.): Fuzzy and Neuro-fuzzy Systems in Medicine. CRC Press, USA (1999)
Teodorescu, H.-N., Kandel, A., Jain, L.C. (eds.): Soft Computing in Human Related Sciences. CRC Press, USA (1999)
Tonfoni, G., Jain, L.C. (eds.): Innovations in Decision support Systems. Advanced Knowledge International, ch. 8, 9 (2003)
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)
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)
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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
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DOI: https://doi.org/10.1007/978-3-642-16095-0_1
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