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乳腺摄影诊所患者流程分析中的计算机模拟与离散事件模型

Computer simulation and discrete-event models in the analysis of a mammography clinic patient flow.

作者信息

Coelli Fernando C, Ferreira Rodrigo B, Almeida Renan Moritz V R, Pereira Wagner Coelho A

机构信息

Program of Biomedical Engineering, Luiz Alberto Coimbra Institute - Coppe, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil.

出版信息

Comput Methods Programs Biomed. 2007 Sep;87(3):201-7. doi: 10.1016/j.cmpb.2007.05.006. Epub 2007 Jul 2.

Abstract

OBJECTIVE

This work develops a discrete-event computer simulation model for the analysis of a mammography clinic performance.

MATERIAL AND METHODS

Two mammography clinic computer simulation models were developed, based on an existing public sector clinic of the Brazilian Cancer Institute, located in Rio de Janeiro city, Brazil. Two clinics in a total of seven configurations (number of equipment units and working personnel) were studied. Models tried to simulate changes in patient arrival rates, number of equipment units, available personnel (technicians and physicians), equipment maintenance scheduling schemes and exam repeat rates. Model parameters were obtained by direct measurements and literature reviews. A commercially-available simulation software was used for model building.

RESULTS

The best patient scheduling (patient arrival rate) for the studied configurations had an average of 29 min for Clinic 1 (consisting of one mammography equipment, one to three technicians and one physician) and 21 min for Clinic 2 (two mammography equipment units, one to four technicians and one physician). The exam repeat rates and equipment maintenance scheduling simulations indicated that a large impact over patient waiting time would appear in the smaller capacity configurations.

CONCLUSIONS

Discrete-event simulation was a useful tool for defining optimal operating conditions for the studied clinics, indicating the most adequate capacity configurations and equipment maintenance schedules.

摘要

目的

本研究开发了一种离散事件计算机模拟模型,用于分析乳腺摄影诊所的性能。

材料与方法

基于巴西里约热内卢市巴西癌症研究所的一家现有公立部门诊所,开发了两个乳腺摄影诊所计算机模拟模型。共研究了两个诊所的七种配置(设备单元数量和工作人员数量)。模型试图模拟患者到达率、设备单元数量、可用人员(技术人员和医生)、设备维护调度方案以及检查重复率的变化。模型参数通过直接测量和文献综述获得。使用商业可用的模拟软件进行模型构建。

结果

对于所研究的配置,最佳患者调度(患者到达率)情况下,诊所1(由一台乳腺摄影设备、一至三名技术人员和一名医生组成)的平均时间为29分钟,诊所2(两台乳腺摄影设备单元、一至四名技术人员和一名医生)的平均时间为21分钟。检查重复率和设备维护调度模拟表明,容量较小的配置对患者等待时间会产生较大影响。

结论

离散事件模拟是确定所研究诊所最佳运行条件的有用工具,可表明最合适的容量配置和设备维护计划。

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