A simulation-based approach for the behavioural analysis of cancer pathways

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Abstract

Cancer pathway is the name given to a patient’s journey from initial suspicion of cancer through to a confirmed diagnosis and, if applicable, the definition of a treatment plan. Typically, a cancer patient will undergo a series of procedures, which we designate as events, during their cancer care. The initial stage of the pathway, from suspected diagnosis to confirmed diagnosis and start of a treatment is called cancer waiting time (CWT). This paper focuses on the modelling and analysis of the CWT. Health boards are under pressure to ensure that the duration of CWT satisfies predefined targets. In this paper, we first create the visual representation of the pathway obtained from real patient data at a given health board, and then compare it with the standardised pathway considered by the board to find and flag a deviation in the execution of the cancer pathway. Next, we devise a discrete event simulation model for the cancer waiting time pathway. The input data is obtained from historical records of patients. The outcomes from this analysis highlight the pathway bottlenecks and transition times which maybe used to reveal potential improvements for CWT in the future.
Original languageEnglish
Title of host publicationFrom data to models and back
Subtitle of host publication9th International symposium, DataMod 2020, virtual event, October 20, 2020, revised selected papers
EditorsJuliana Bowles, Giovanna Broccia, Mirco Nanni
Place of PublicationCham
PublisherSpringer
Chapter4
Pages57-71
Number of pages15
ISBN (Electronic)9783030706500
ISBN (Print)9783030706494
DOIs
Publication statusPublished - 5 Mar 2021

Publication series

NameLecture notes in computer science
Volume12611
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Keywords

  • Cancer pathway
  • Cancer waiting time
  • Discrete event simulation
  • Process modelling

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