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  3. IBM Journal of Research and Development
  4. A comparison of decision-maker perspectives for optimal cholesterol treatment
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Category: IBM Journal of Research and Development
By MTech Projects
MTech Projects
17.Jul
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A comparison of decision-maker perspectives for optimal cholesterol treatment

PROJECT TITLE :

A comparison of decision-maker perspectives for optimal cholesterol treatment

ABSTRACT :

Medical decisions usually involve tradeoff among competing criteria. As an example, patients with third-party health insurance are primarily involved about maximizing their quality-adjusted lifespan, since the majority of the cost burden sometimes falls on the third-party payer. On the opposite hand, third-party payers are incented to reduce total healthcare-connected prices. So, third-party payers should weigh the short-term value of treatment against the long-term benefits of avoiding more pricey health outcomes related to disease progression and adverse events. The goal of the societal perspective is to attain a reasonable balance among these competing criteria of quality-adjusted lifespan and costs. Treatment of diabetes provides a sensible example of the necessity to use multicriteria decision-creating models to treatment decisions. Chronic diseases like diabetes are associated with high medical prices and a giant number of obtainable treatment options. In this paper, we tend to use a Markov call method (MDP) to indicate how call-maker perspectives can influence medical treatment decisions related to cardiovascular risk management in patients with kind 2 diabetes. We compare optimal treatment choices from 3 different perspectives: societal, patient, and third-party payer. We have a tendency to any formulate an inverse MDP model to estimate the implied financial worth of a year of life, from the societal perspective, consistent with current U.S. treatment guidelines.

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