Key result
Stochastic Markov model evaluates how various parameters impact mean survival time of the cardiovascular system.
Why the study?
The study aimed to analyze the performance of a human cardiovascular system considering causes of its degradation, failure, and potential preventions and treatments.
Answers are grounded in this paper and cite their sources.
A stochastic model using Markov processes was developed to analyze the performance and mean survival time of the human cardiovascular system under various degradation and treatment parameters.
The aim of the present paper is to analyze the performance of a human cardiovascular system considering various causes of its degradation and failure. The preventions and treatments may be taken have also been considered. For the purpose, stochastic model has been developed for the system and analyzed by determining some performance measures using Markov process and regenerative point technique. Sensitivity and relative sensitivity analysis are also carried out to judge the impact of various parameters on mean survival time.
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Bhardwaj et al. (2024) studied Cardiovascular system degradation and failure. Stochastic modeling was evaluated on Mean survival time. A stochastic model using Markov processes and regenerative point techniques was developed to evaluate the impact of various parameters on the mean survival time of the human cardiovascular system.
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