The partially observable Markov decision processes in healthcare: an application to patients with ischemic heart disease (IHD)

DOI10.1007/S12351-010-0095-XzbMath1256.90052OpenAlexW2017588308MaRDI QIDQ1937873

J. E. Goulionis, A. Vozikis, V. K. Benos

Publication date: 1 February 2013

Published in: Operational Research. An International Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s12351-010-0095-x

zbMATH Keywords

healthcaredynamic decision makingoperations researchMarkov decision processes in medicine

Mathematics Subject Classification ID

Applications of mathematical programming (90C90) Medical applications (general) (92C50) Markov and semi-Markov decision processes (90C40)

Cites Work

• Structural properties for a two-state partially observable Markov decision process with an average cost criterion
• Probabilistic models for optimizing patients survival rates
• The Complexity of Markov Decision Processes
• Comparison of Some Suboptimal Control Policies in Medical Drug Therapy
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