A game theory approach for deploying medical resources in emergency department

Cheng Kuang Wu, Yi Ming Chen, Dachrahn Wu

研究成果: 書貢獻/報告類型會議論文篇章同行評審

2 引文 斯高帕斯(Scopus)

摘要

Emergency department need a decision support tool to advise the critical medical resources (such as doctors, nurses, or beds) to urgent patients in the different service time requirements. This study proposes a framework for emergency response service that incorporates two game theory models designed to deploy response medical resources when raising three threat advisory levels. First, the interactions between a group of weekly patients and a response agent of emergency department are modeled as a non-cooperative game, after which a threat, vulnerability, and consequence value (i.e., TVC) of each type of patients for emergency event is derived from Nash equilibrium of game. Second, four TVC values of emergency events are utilized for computation of the Shapely value for each type of patient. The deployment of emergency medical resources is carried out based on their expected marginal contribution. Then, the model scheduled daily physicians, nurses, and beds in emergency department. The experimental results show that proposal model is feasible as a method to improve efficiency in emergency department.

原文???core.languages.en_GB???
主出版物標題Game Theory and Applications - 3rd Joint China-Dutch Workshop and 7th China Meeting, GTA 2016, Revised Selected Papers
編輯Xiao-Guang Yang, Deng-Feng Li, Marc Uetz, Gen-Jiu Xu
發行者Springer Verlag
頁面18-30
頁數13
ISBN(列印)9789811067525
DOIs
出版狀態已出版 - 2017
事件3rd Joint China-Dutch Workshop on Game Theory and Applications and 7th China Meeting on Game Theory and Applications, GTA 2016 - Fuzhou, China
持續時間: 20 11月 201623 11月 2016

出版系列

名字Communications in Computer and Information Science
758
ISSN(列印)1865-0929

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???event.eventtypes.event.conference???3rd Joint China-Dutch Workshop on Game Theory and Applications and 7th China Meeting on Game Theory and Applications, GTA 2016
國家/地區China
城市Fuzhou
期間20/11/1623/11/16

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