A discrete-event simulation model of the kidney transplantation system in Rajasthan, India.

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Accounts of Chemical Research Pub Date : 2020-11-28 eCollection Date: 2022-01-01 DOI:10.1080/20476965.2020.1848355
Mohd Shoaib, Utkarsh Prabhakar, Sumit Mahlawat, Varun Ramamohan
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引用次数: 0

Abstract

We present a discrete-event simulation model of the kidney transplantation system in an Indian state, Rajasthan. Organs are generated across the state based on the organ donation rate among the general population, and are allocated to patients on the kidney transplantation waitlist. The organ allocation algorithm is developed using official guidelines published for kidney transplantation, and model parameters were estimated using publicly available data to the extent possible. Transplantation outcomes generated by the model include: (a) the probabilities of a patient receiving an organ within one to 5 years of registration and (b) the average number of deaths per year due to lack of donated organs. Simulation experiments involving observing the effect of increasing the organ arrival rate and establishing additional transplantation centres on transplantation outcomes are also conducted. We also demonstrate the use of such a model to optimally locate additional transplantation centres using simulation optimisation methods.

印度拉贾斯坦邦肾移植系统的离散事件模拟模型。
我们提出了印度拉贾斯坦邦肾移植系统的离散事件模拟模型。器官是根据普通人群的器官捐献率在全州范围内产生的,并分配给肾移植等待名单上的患者。器官分配算法是根据官方发布的肾移植指南开发的,模型参数是尽可能使用公开可用的数据估计的。该模型产生的移植结果包括:(a)患者在登记后一至五年内接受器官的概率和(b)由于缺乏捐赠器官而每年死亡的平均人数。还进行了模拟实验,观察增加器官到达率和建立额外的移植中心对移植结果的影响。我们还演示了使用这样的模型,以最佳地定位额外的移植中心使用模拟优化方法。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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