Process Mining for Clinical Workflows

被引:5
|
作者
Garg, Neha [1 ]
Agarwal, Sonali [1 ]
机构
[1] Indian Inst Informat Technol, Allahabad, Uttar Pradesh, India
关键词
D O I
10.1145/2979779.2979784
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In current scenario healthcare organization and their services are concerned for everyone. Healthcare organizations are continuously upgrading their work practices and standards for better quality. It involves controlling and monitoring of several healthcare processes or careflows which is identified as recent research area for effective utilization of healthcare resources and better satisfaction for stakeholders. For this, it is important to have correct view of care flows inside the hospital because in a hospital environment, the processes show a complex and dynamic behavior, which is difficult to control. Process mining is an emerging research area use to monitoring and controlling of set of processes for better understanding and effective utilization of organization resources. In this paper, we applied some of the process mining techniques with the help of petri net on the real time data of a private community hospital to get meaningful information and knowledge about these flow, for example discover paths followed by particular groups of patients. Basically we analyzed the control flow perspective of process mining. By using a process mining technique this paper has analyzed the healthcare data and the ongoing processes.
引用
收藏
页数:5
相关论文
共 50 条
  • [31] Analysis of a clinical process of schizophrenia and other psychoses with a process mining method
    Rodriguez Toscano, E.
    Reneses, B.
    Perez, S.
    Andres, P.
    Seara, G.
    Sevilla, J.
    Cortes, A.
    Del Rey-Mejias, A.
    EUROPEAN PSYCHIATRY, 2021, 64 : S400 - S400
  • [32] Relational graphical models of computational workflows for data mining
    Hsu, WH
    SEMANTICS OF A NETWORKED WORLD: SEMANTICS FOR GRID DATABASES, 2004, 3226 : 309 - 310
  • [33] Statistical α-algorithm based process mining on clinical pathway
    Yu J.-B.
    Dong C.-Y.
    Li C.-F.
    Liu H.-Q.
    Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2017, 51 (10): : 1881 - 1890
  • [34] ClowdFlows: Online workflows for distributed big data mining
    Kranjc, Janez
    Orac, Roman
    Podpecan, Vid
    Lavrac, Nada
    Robnik-Sikonja, Marko
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 68 : 38 - 58
  • [35] Suitability of clinical workflows for automation
    Wolf, J. Ryan
    Kim, I.
    Xie, Y.
    Pentland, A.
    Pentland, B.
    JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2021, 141 (05) : S66 - S66
  • [36] Text-mining-assisted biocuration workflows in Argo
    Rak, Rafal
    Theresa Batista-Navarro, Riza
    Rowley, Andrew
    Carter, Jacob
    Ananiadou, Sophia
    DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, 2014,
  • [37] WORKFLOWS BASED ON ADMINISTRATIVE PROCESS ONTOLOGIES
    Prieto, Alvaro E.
    Lozano-Tello, Adolfo
    SISTEMAS E TECHNOLOGIAS DE INFORMACAO: ACTAS DA 4A CONFERENCIA IBERICA DE SISTEMAS E TECNOLOGIAS DE LA INFORMACAO, 2009, : 145 - 150
  • [38] Translation process in concurrent, collaborative workflows
    Temizoz, Ozlem
    Gough, Joanna
    TRADUMATICA-TRADUCCIO I TECNOLOGIES DE LA INFORMACIO I LA COMUNICACIO, 2024, (22): : 355 - 376
  • [39] Mobility extensions for knowledge discovery workflows in Data Mining Grids
    Hummel, Karin Anna
    Boehs, Georg
    Brezany, Peter
    Janciak, Ivan
    SEVENTEENTH INTERNATIONAL CONFERENCE ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2006, : 246 - +
  • [40] Analysis and Optimization of a Sepsis Clinical Pathway Using Process Mining
    Quintano Neira, Ricardo Alfredo
    Antonius Hompes, Bart Franciscus
    de Vries, J. Gert-Jan
    Mazza, Bruno F.
    Simoes de Almeida, Samantha L.
    Stretton, Erin
    Buijs, Joos C. A. M.
    Hamacher, Silvio
    BUSINESS PROCESS MANAGEMENT WORKSHOPS (BPM 2019), 2019, 362 : 459 - 470