Markov Models Medical Decision Making

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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 …

Markov Models in Medical Decision Making: A Practical …

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

Markov models are useful when a decision problem involves risk that is continuous over time, when the timing of events is important, and when important events …

Markov Models and Cost Effectiveness …

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

In the medical literature, Markov models have explored very diverse problems such as timing of liver …

Modeling Medical Treatment Using Markov Decision …

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

Markov decision processes (MDPs) are an appropriate technique for modeling and solving such stochastic and dynamic decisions. This chapter gives an overview of MDP models …

Markov Models in Medical Decision Making: …

https://www.researchgate.net/publication/14951996_Markov_Models_in_Medical_Decision_Making_A_Practical_Guide

Markov modeling (24, 25) provides a simple framework for linking biomarkers to outcomes over an …

Markov disease progression models | Bristol Medical …

https://www.bristol.ac.uk/population-health-sciences/centres/cresyda/mpes/markov/

Markov Models for disease progression are common in medical decision making (see references below). The parameters in a Markov model can be estimated by observing …

Markov Models in Medical Decision Making - Semantic …

https://www.semanticscholar.org/paper/Markov-Models-in-Medical-Decision-Making-Sonnenberg-Beck/1baa8725817574d73e244270f85b8a2b9f21c011

Markov models are useful when a decision problem involves risk that is continuous over time, when the timing of events is important, and when important events …

Faculty of Medicine and Health Sciences

http://www.medicine.mcgill.ca/epidemiology/courses/EPIB654/Summer2010/Modeling/Markov%20modles%20in%20med%20dec%20making.pdf?origin=publication_detail

322 Markov Models in Medical Decision Making: A Practical Guide FRANK A. SONNENBERG, MD, J. ROBERT BECK, MD Markov models are useful when a …

The Markov process in medical prognosis - PubMed

https://pubmed.ncbi.nlm.nih.gov/6668990/

The physician's estimate of prognosis under alternative treatment plans is a principal factor in therapeutic decision making. Current methods of reporting prognosis, which include …

SAGE Reference - Encyclopedia of Medical Decision …

https://sk.sagepub.com/reference/medical

Together, decisions made by physicians, patients, insurers, and policymakers determine the quality of health care, quality that depends inherently on …

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