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  JP Journal of Biostatistics  
 ISSN: 0973-5143
 
 
 

     JP Journal of Biostatistics
    Volume 3, Issue 2, Pages 77 - 97 (June 2009)


MEDICAL TREATMENTS USING PARTIALLY OBSERVABLE MARKOV DECISION PROCESSES

John E. Goulionis (Greece)

Received February 6, 2009

References:



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[10] J. E. Goulionis and Dimitrios I. Stengos, The partially observable Markov decision processes framework in medical decision making, Adv. Appl. Stat. 9(2) (2008), 205-232.

[11] Ohinish Masamitsu, Optimal minimal-repair and replacement problem of POMDP, Technical Report 91014, Kyoto University, 1991.

[12] F. J. Palella, K. M. Delaney, A. C. Moorman, M. O. Loveless, J. Fuhrer, G. A. Satten, D. J. Aschman and S. D. Holmberg, Declining morbidity and mortality among patients with advanced human immunodeficiency virus infection, New England J. Med. 338(13) (1998), 853-860.

[13] C. H. Papadimitriou and J. N. Tsitsiklis, The complexity of Markov decision processes, Math. Oper. Res. 12(3) (1987), 441-450.

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[16] N. L. Zhang and W. Liu, A model approximation scheme for planning in partially observable stochastic domains, J. Artificial Intelligence Res. 7 (1997), 199-230.

Keywords and phrases: Markov decision processes in medicine, decision analysis.

 


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