Real-Time Scheduling Optimization of Hierarchical Medical Equipment Based on Simulation

被引：2

作者：

Luo, Li ^{[1
]}

Luo, Yong ^{[1
]}

Qin, Chunrong ^{[2
]}

Tang, Shijun ^{[1
]}

Chen, Xian ^{[3
]}

机构：

[1] Sichuan Univ, Sch Business, Chengdu 610064, Peoples R China

[2] Chongqing Univ Posts & Telecommun, Chongqing 401520, Peoples R China

[3] Sichuan Univ, West China Hosp, Chengdu 610064, Peoples R China

来源：

PROCEEDINGS OF THE NINTH INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT | 2015年 / 362卷

关键词：

Hierarchical medical examination; Real-time scheduling; Simulation; RESOURCE; ALLOCATION; SERVICES;

D O I：

10.1007/978-3-662-47241-5_92

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Considering the priority of patients and the hierarchies of the medical equipment, combing with CT scan instance, we use Special Customers First real-time scheduling rules, establish the current scheduling simulation model and the optimized scheduling simulation model of West China Hospital CT scan. We discover that after optimization the utilization rates between hierarchical equipments are more balanced, the utilization rate of high hierarchical equipment improved from 69.9 to 86.7%, and the average waiting time of patients are greatly shortened.

引用

页码：1087 / 1095

页数：9

共 18 条

[1]

[Anonymous], 1991, SIMULATION MODELING, DOI DOI 10.1016/j.applanim.2006.05.024

[2]

Chen Y, 2014, 2014 IEEE 21ST INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS 2014), P1, DOI [10.1109/ICWS.2014.14, 10.1109/URSIGASS.2014.6929227]

[3] An Optimization based on Simulation Approach to the Patient Admission Scheduling Problem: Diagnostic Imaging Department Case Study [J].

Granja, Conceicao ;

Almada-Lobo, Bernardo ;

Janela, Filipe ;

Seabra, Joao ;

Mendes, Adelio .

JOURNAL OF DIGITAL IMAGING, 2014, 27 (01) :33-40

[4] Managing patient service in a diagnostic medical facility [J].

Green, LV ;

Savin, S ;

Wang, B .

OPERATIONS RESEARCH, 2006, 54 (01) :11-25

[5] Providing radiology health care services to stochastic demand of different customer classes [J].

Kolisch, Rainer ;

Sickinger, Sabine .

OR SPECTRUM, 2008, 30 (02) :375-395

[6] Automatic CT simulation optimization for radiation therapy: A general strategy [J].

Li, Hua ;

Yu, Lifeng ;

Anastasio, Mark A. ;

Chen, Hsin-Chen ;

Tan, Jun ;

Gay, Hiram ;

Michalski, Jeff M. ;

Low, Daniel A. ;

Mutic, Sasa .

MEDICAL PHYSICS, 2014, 41 (03)

[7]

Li J, 2009, J PRACT MED TECH, V16, P165

[8] Improving resource utilization for diagnostic services through flexible inpatient scheduling: A method for improving resource utilization [J].

Patrick, J. ;

Puterman, M. L. .

JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2007, 58 (02) :235-245

[9] Dynamic Multipriority Patient Scheduling for a Diagnostic Resource [J].

Patrick, Jonathan ;

Puterman, Martin L. ;

Queyranne, Maurice .

OPERATIONS RESEARCH, 2008, 56 (06) :1507-1525

[10]

Ramakrishnan S, 2004, PROCEEDINGS OF THE 2004 WINTER SIMULATION CONFERENCE, VOLS 1 AND 2, P2025

← 1 2 →