基于Petri网的临床路径评估与优化

计算机科学 ›› 2013, Vol. 40 ›› Issue (5): 193-197.

基于Petri网的临床路径评估与优化

田燕,马晓普,张新刚,张婷

南阳师范学院计算机与信息技术学院南阳473061;南阳师范学院计算机与信息技术学院南阳473061;南阳师范学院计算机与信息技术学院南阳473061;南阳师范学院计算机与信息技术学院南阳473061

出版日期:2018-11-16 发布日期:2018-11-16
基金资助:
本文受河南省基础与前沿技术研究项目(122300410315,6,112300410235)资助

Evaluation and Optimization of Clinical Pathway Based on Petri Net

TIAN Yan,MA Xiao-pu,ZHANG Xin-gang and ZHANG Ting

Online:2018-11-16 Published:2018-11-16

摘要/Abstract

摘要： 为了对临床路径进行定量评估和优化,利用分层赋时着色Petri网进行建模分析,并以某医院乳腺癌临床路径为例,根据患者到达的时间分布规律,通过设置调整相关参数,在CPN Tools 3.4平台上进行仿真测试,得到了各时段住院天数、费用、最短住院天数资源配置等数据,从而为临床路径的定制、筛选和优化提供了有效的参考与支持。

关键词: 分层赋时着色Petri网,乳腺癌临床路径,住院天数,诊疗费用,评估与优化,资源配置

Abstract: In order to quantitatively evaluate and optimize the clinical pathway,a model of clinical pathway based on Hier-archical Timed colored Petri Net was proposed．According to the patients’ distribution law of arrival time,using the breast cancer clinical pathway of a hospital and testing on the CPN Tools 3.4by setting and adjusting relevant parameters,some import data can be got such as hospitalization days,the medical expense,the shortest length of stay and allocation of resources of each period．These can provide an effective reference for the customization,screening and optimization of the clinical pathway.

Key words: Hierarchical timed colored petri net,Clinical pathway of breast cancer,Hospitalization days,Medical expense,Evaluation and optimization,Allocation of resources

田燕,马晓普,张新刚,张婷. 基于Petri网的临床路径评估与优化[J]. 计算机科学, 2013, 40(5): 193-197. https://doi.org/

TIAN Yan,MA Xiao-pu,ZHANG Xin-gang and ZHANG Ting. Evaluation and Optimization of Clinical Pathway Based on Petri Net[J]. Computer Science, 2013, 40(5): 193-197. https://doi.org/

参考文献

[1] Bragato L,Jacobs K．Care pathways:The road to better health services [J].Journal of Health Organization and Management,2003,17(3):164-180
[2] Syed S R,Abidi H C.Adaptable Personalized Care Planning via a Semantic Web Framework[C]∥Proc of the 20th International Congress of the European Federation for Medical Inform atics(MIE 2006)．Maastricht:IOP Press,2006
[3] Dwivedi A,Bali R K,James A E,et al．Workflow management systems:The healthcare Technology of the future[C]∥Proc of the 23rd Annual International Conference of the IEEE Enginee-ring in Medicine and Biology Society.IEEE Press,2001:3887-3890
[4] Sendi P,Maiwenn J A,Battegay M．Optimising the performance of an outpatient setting[J].Swiss Medical Weekly,2004(134):44-49
[5] 徐大华．基于Petri网的临床路径诊治系统仿真[J]．武汉理工大学学报:交通科学与工程版,2003,30(6):1102-1104
[6] 赵艳丽,江志斌,李娜．基于分层赋时着色Petri网的临床路径建模[J].上海交通大学学报,2010,44(2):252-258
[7] Ardissono L,Leva A D,Petrone G,et al．Adaptive MedicalWorkflow Management for a Context-Dependent Home Healthcare Assistance Service[J].Electronic Notes in Theoretical Computer Science,2006,6(1):59-68
[8] 杨年华,虞慧群,郭新顺.基于广义随机着色Petri网的Web服务组合模型[J].计算机科学,2012,39(4):142-144,8
[9] Yang Nian-hua,Yu Hui-qun,Sun Hua,et al.Quantifying Software Security Based on Stochastic Petri nets[J]．Journal of Computational Information Systems,2010,6(9):3049-3056
[10] 张方田,王开义,隋静,等．着色Petri 网在科技计划项目管理系统建模中的应用[J]．计算机应用,2009,29(12):396-398,400
[11] 王红霞．基于价格随机Petri网的服务协同建模与分析[J].计算机科学,2011,38(1):166-169
[12] 吴哲辉.Petri导论[M].北京:机械工业出版社,2006
[13] 付新华,罗护,肖明清.基于赋时有色Petri网的测试系统资源优化方法[J].系统工程理论与实践,2010,30(9):1672-1678
[14] 李海凌,史本山,刘克剑.基于 Petri 网的建设工程项目实施阶段工作流建模与仿真[J].计算机应用,2011,31(10):2828-2831,8
[15] 陈春良,王岩磊,孙盛坤．HTCPN在装备保障业务流程建模与优化中的应用[J]．系统仿真学报,2008,20(10):2746-2749

Metrics

Viewed

Full text

Abstract

Cited

Shared

Discussed