Hospital Bed Allocation Strategy Based on Queuing Theory during the COVID-19 Epidemic

被引:11
作者
Hu, Jing [1 ]
Hu, Gang [2 ]
Cai, Jiantao [3 ]
Xu, Lipeng [2 ]
Wang, Qirun [4 ]
机构
[1] Nanjing Med Univ, Dept Rehabil Med, Childrens Hosp, Nanjing 210008, Peoples R China
[2] Anhui Univ Technol, Coll Sci & Engn Management, Maanshan 243002, Peoples R China
[3] Nanjing Univ Chinese Med, Huaian TCM Hosp, Huaian 223002, Peoples R China
[4] UCL, Dept Phys & Astron, London 0044, England
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2021年 / 66卷 / 01期
关键词
COVID-19; bed allocation; queuing theory; CORONAVIRUS;
D O I
10.32604/cmc.2020.011110
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
During the current epidemic, it is necessary to ensure the rehabilitation treatment of children with serious illness. At the same time, however, it is essential to effectively prevent cross-infection and prevent infections from occurring within the hospital setting. To resolve this contradiction, the rehabilitation department of Nanjing Children's Hospital adjusted its bed allocation based on the queuing model, with reference to the regional source and classification of the children's conditions in the rehabilitation department ward. The original triple rooms were transformed into a double room to enable the treatment of severely sick children coming from other places. A M/G/2 queuing model with priority was also applied to analyze the state of patient admissions. Moreover, patients in Nanjing were also classified into mild and severe cases. The M/M/1 queuing model with priority was used for analysis of this situation, so that severely ill children could be treated in time while patients with mild symptoms could be treated at home. This approach not only eases the bed tension in the ward, but also provides suitable conditions for controlling cross-infection.
引用
收藏
页码:793 / 803
页数:11
相关论文
共 26 条
[1]  
An B., 2016, STAT DECISION, V36, P82
[2]  
[Anonymous], 2020, OPERATIONS RES MANAG
[3]  
[Anonymous], 2019, SCI REP-UK, DOI DOI 10.1038/S41598-018-37186-2
[4]  
[Anonymous], 2020, SCI CHINA LIFE SCI, DOI DOI 10.1007/s11427-020-1637-5
[5]   Presumed Asymptomatic Carrier Transmission of COVID-19 [J].
Bai, Yan ;
Yao, Lingsheng ;
Wei, Tao ;
Tian, Fei ;
Jin, Dong-Yan ;
Chen, Lijuan ;
Wang, Meiyun .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2020, 323 (14) :1406-1407
[6]  
Cao X. H., 2014, CHINESE HOSP MANAGEM, V14, P8
[7]   Epidemiology of COVID-19 Among Children in China [J].
Dong, Yuanyuan ;
Mo, Xi ;
Hu, Yabin ;
Qi, Xin ;
Jiang, Fan ;
Jiang, Zhongyi ;
Tong, Shilu .
PEDIATRICS, 2020, 145 (06)
[8]   Motion vector detection based on local autocorrelation coefficient [J].
Fan, Honghui ;
Zhu, Hongjin .
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 5) :11633-11639
[9]   THP: A Novel Authentication Scheme to Prevent Multiple Attacks in SDN-Based IoT Network [J].
Fang, Liming ;
Li, Yang ;
Yun, Xinyu ;
Wen, Zhenyu ;
Ji, Shouling ;
Meng, Weizhi ;
Cao, Zehong ;
Tanveer, M. .
IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (07) :5745-5759
[10]   Secure rational numbers equivalence test based on threshold cryptosystem with rational numbers [J].
Gong, Linming ;
Yang, Bo ;
Xue, Tao ;
Chen, Jinguang ;
Wang, Wei .
INFORMATION SCIENCES, 2018, 466 :44-54