Modeling Medical Treatment Using Markov Decision Processes

Modeling Medical Treatment Using Markov …

https://link.springer.com/chapter/10.1007/1-4020-8066-2_23

Modeling Medical Treatment Using Markov …

https://www.researchgate.net/publication/225876268_Modeling_Medical_Treatment_Using_Markov_Decision_Processes

Markov decision processes (MDPs) are an appropriate technique for modeling and solving such …

Modeling Medical Treatment Using Markov Decision …

https://www.semanticscholar.org/paper/Modeling-Medical-Treatment-Using-Markov-Decision-Schaefer-Bailey/38316a0918c135d86e747046896fcaeb9da29704

Medical treatment decisions are often sequential and uncertain. Markov decision processes (MDPs) are an appropriate technique for modeling and solving such …

Markov Models and Cost Effectiveness …

https://www.ncbi.nlm.nih.gov/books/NBK543650/

MDPs are an extension of Markov chains, which include a control process. MDPs are a powerful and …

Markov Models in Medical Decision Making: A Practical …

https://journals.sagepub.com/doi/10.1177/0272989X9301300409

A newer repre sentation of Markov models, the Markov-cycle tree, uses a tree representation of clinical events and may be evaluated either as a cohort simulation …

Markov models in medical decision making: a practical …

https://pubmed.ncbi.nlm.nih.gov/8246705/

Markov models assume that a patient is always in one of a finite number of discrete health states, called Markov states. All events are represented as transitions from one state to …

Use of a Markov decision process model for treatment …

https://www.sciencedirect.com/science/article/pii/S0038012112000511

In this paper, we discuss the use of a Markov Decision Process (MDP) model (in contrast to Monte Carlo simulation of a Markov Model) to create a tool for …

23 TREATMENT USING MARKOV MODELING …

https://www.researchgate.net/profile/Mark-Roberts-28/publication/225876268_Modeling_Medical_Treatment_Using_Markov_Decision_Processes/links/5536388c0cf20ea35f112e7b/Modeling-Medical-Treatment-Using-Markov-Decision-Processes.pdf?origin=publication_detail

Medical treatment decisions are often sequential and uncertain. Markov decision processes (MDPs) are an appropriate technique for modeling and solving such stochastic and …

The Markov Process in Medical Prognosis - J.Robert …

https://journals.sagepub.com/doi/10.1177/0272989X8300300403

Markov Models in Medical Decision Making: A Practical Guide Show details Hide details Frank A. Sonnenberg J. Robert Beck Medical Decision Making Jul 2016 Restricted …

A Markov decision process approach to optimizing …

https://pubmed.ncbi.nlm.nih.gov/30863847/

Treatment modalities are categorized as (1) type 1, which has a high risk and high reward, but is restricted in the frequency of administration during a …