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Yearb Med Inform 2002; 11(01): 477-479
DOI: 10.1055/s-0038-1638124
DOI: 10.1055/s-0038-1638124
Synopsis
Knowledge Processing and Decision Support Systems
Further Information
Address of the author
Gregory F. Cooper, M.D., Ph.D.
Center for Biomedical Informatics
University of Pittsburgh
Suite 8084 Forbes Tower
200 Lothrop Street
Pittsburgh, PA 15213-2582
U.S.A.
Email: gfc@cbmi.upmc.edu
Publication History
Publication Date:
05 March 2018 (online)
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References
- 1 Durieux P, Nizard R, Ravaud P, Mounier N, Lepage E. A clinical decision support system for prevention of venous thromboembolism: Effect on physician behavior. JAMA 2000; 283: 2816-21.
- 2 Schwarzer G, Vach W, Schumacher M. On the misuses of artificial neural networks for prognostic and diagnostic classification in oncology. Stat Med 2000; 19: 541-61.
- 3 MacKay DJC. Bayesian methods for supervised neural networks. In Arbib MA. editor The Handbook of Brain Theory and Neural Networks. Cambridge, MA: M.I.T. Press; 1995: 144-9.
- 4 NIPS Online website at http://nips.djvuzone.org/
- 5 Cristianini N, Shawe-Taylor J. An Introduction to Support Vector Machines. Cambridge, U.K: Cambridge University Press; 2000
- 6 Herbrich R, Graepel T, Campbell C. Bayes point machines. Journal of Machine Learning Research 2001; 1: 245-279. Available at http://www.ai.mit.edu/projects/jmlr/papers/volume1/herbrich01a/herbrich01a.pdf
- 7 vanWijk MAM, van der Lei J, Mosseveld M, Bohnen AM, Van Bemmel JH. Assessment of decision support for blood test ordering in primary care: A randomized trial. Ann Intern Med 2001; 134: 274-81.
- 8 Sanders GD, Nease RF, Owens DK. Design and pilot evaluation of a system to develop computer-based site-specific practice guidelines from decision models. Med Decis Making 2000; 20: 145-59.
- 9 Benson K, Hartz AJ. A comparison of observational studies and randomized, controlled trials. N Engl J Med 2000; 342: 1878-86.
- 10 Ioannidis JPA, Haidich AB, Pappa M, Pantazis N, Kokori SI, Tektonidou MG. et al. Comparison of evidence of treatment effects in randomized and nonrandomized studies. JAMA 2001; 286: 821-30.
- 11 Cooper GF, Yoo C. Causal discovery from a mixture of experimental and observational data. In: Proceedings of the Conference on Uncertainty in Artificial Intelligence; Morgan Kaufmann. 1999: 116-25.
- 12 Treadwell JR, Soetikno RM, Lenert LA. Feasibility of quality-of-life research on the Internet: A follow-up study. Qual Life Res 1999; 8: 743-7.
Address of the author
Gregory F. Cooper, M.D., Ph.D.
Center for Biomedical Informatics
University of Pittsburgh
Suite 8084 Forbes Tower
200 Lothrop Street
Pittsburgh, PA 15213-2582
U.S.A.
Email: gfc@cbmi.upmc.edu
-
References
- 1 Durieux P, Nizard R, Ravaud P, Mounier N, Lepage E. A clinical decision support system for prevention of venous thromboembolism: Effect on physician behavior. JAMA 2000; 283: 2816-21.
- 2 Schwarzer G, Vach W, Schumacher M. On the misuses of artificial neural networks for prognostic and diagnostic classification in oncology. Stat Med 2000; 19: 541-61.
- 3 MacKay DJC. Bayesian methods for supervised neural networks. In Arbib MA. editor The Handbook of Brain Theory and Neural Networks. Cambridge, MA: M.I.T. Press; 1995: 144-9.
- 4 NIPS Online website at http://nips.djvuzone.org/
- 5 Cristianini N, Shawe-Taylor J. An Introduction to Support Vector Machines. Cambridge, U.K: Cambridge University Press; 2000
- 6 Herbrich R, Graepel T, Campbell C. Bayes point machines. Journal of Machine Learning Research 2001; 1: 245-279. Available at http://www.ai.mit.edu/projects/jmlr/papers/volume1/herbrich01a/herbrich01a.pdf
- 7 vanWijk MAM, van der Lei J, Mosseveld M, Bohnen AM, Van Bemmel JH. Assessment of decision support for blood test ordering in primary care: A randomized trial. Ann Intern Med 2001; 134: 274-81.
- 8 Sanders GD, Nease RF, Owens DK. Design and pilot evaluation of a system to develop computer-based site-specific practice guidelines from decision models. Med Decis Making 2000; 20: 145-59.
- 9 Benson K, Hartz AJ. A comparison of observational studies and randomized, controlled trials. N Engl J Med 2000; 342: 1878-86.
- 10 Ioannidis JPA, Haidich AB, Pappa M, Pantazis N, Kokori SI, Tektonidou MG. et al. Comparison of evidence of treatment effects in randomized and nonrandomized studies. JAMA 2001; 286: 821-30.
- 11 Cooper GF, Yoo C. Causal discovery from a mixture of experimental and observational data. In: Proceedings of the Conference on Uncertainty in Artificial Intelligence; Morgan Kaufmann. 1999: 116-25.
- 12 Treadwell JR, Soetikno RM, Lenert LA. Feasibility of quality-of-life research on the Internet: A follow-up study. Qual Life Res 1999; 8: 743-7.