Skip to main content

Towards Dynamic Duration Constraints for Therapy and Monitoring Tasks

  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 10259))

Abstract

Duration constraints are among the most subtle and important aspects of clinical practice. When designing healthcare processes, it is important to incorporate such constraints into process diagrams and to provide suitable mechanisms for managing their violations during process run-time. Nonetheless, the Business Process Model and Notation (BPMN 2.0) fails in providing proper support for duration constraint modeling. In this paper, we propose a set of BPMN patterns to foster the modeling and management of shifted duration, that constitutes an unexplored kind of duration constraints, recurrent in medical practice. Specifically, this constraint is suitable for dealing with the real-time adjustments required by pharmacological therapies and monitoring tasks.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   54.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   69.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Van der Aalst, W.M., Rosemann, M., Dumas, M.: Deadline-based escalation in process-aware information systems. Decis. Support Syst. 43(2), 492–511 (2007)

    Article  Google Scholar 

  2. Akhil, K., Barton, R.: Controlled violation of temporal process constraints models, algorithms and results. Inf. Syst. 64, 410–424 (2017)

    Article  Google Scholar 

  3. Braun, R., Schlieter, H., Burwitz, M., Esswein, W.: BPMN4CP: design and implementation of a BPMN extension for clinical pathways. In: IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 9–16. IEEE (2014)

    Google Scholar 

  4. Cheikhrouhou, S., Kallel, S., Guermouche, N., Jmaiel, M.: Toward a time-centric modeling of business processes in BPMN 2.0. In: Proceedings of International Conference on Information Integration and Web-based Applications and Services, pp. 154–166. ACM (2013)

    Google Scholar 

  5. Combi, C., Gozzi, M., Juarez, J., Oliboni, B., Pozzi, G.: Conceptual modeling of temporal clinical workflows. In: 14th International Symposium on Temporal Representation and Reasoning, pp. 70–81. IEEE (2007)

    Google Scholar 

  6. Combi, C., Keravnou-Papailiou, E., Shahar, Y.: Temporal Information Systems in Medicine. Springer Science & Business Media, Heidelberg (2010)

    Book  Google Scholar 

  7. Combi, C., Oliboni, B., Zardini, A., Zerbato, F.: Seamless design of decision-intensive care pathways. In: International Conference on Healthcare Informatics (ICHI 2016), pp. 35–45. IEEE (2016)

    Google Scholar 

  8. Combi, C., Oliboni, B., Zerbato, F.: Modeling and handling duration constraints in BPMN 2.0. In: Proceedings of the 32nd Annual ACM Symposium on Applied Computing, SAC 2017, pp. 727–734. ACM (2017)

    Google Scholar 

  9. Dadam, P., Reichert, M., Kuhn, K.: Clinical workflows the killer application for process-oriented information systems? BIS 2000. Springer, London (2000)

    Google Scholar 

  10. Du, Y., Xiong, P., Fan, Y., Li, X.: Dynamic checking and solution to temporal violations in concurrent workflow processes. IEEE Trans. Syst. Man Cybern. - Part A: Syst. Hum. 41(6), 1166–1181 (2011)

    Article  Google Scholar 

  11. Eder, J., Panagos, E., Rabinovich, M.: Workow time management revisited. In: Bubenko, J., Krogstie, J., Pastor, O., Pernici, B., Rolland, C., Sølvberg, A. (eds.) Seminal Contributions to Information Systems Engineering, pp. 207–213. Springer, Berlin (2013). doi:10.1007/978-3-642-36926-1_16

    Chapter  Google Scholar 

  12. Gagne, D., Trudel, A.: Time-BPMN. IEEE Conf. Commer. Enterp. Comput. 2009, 361–367 (2009)

    Google Scholar 

  13. Habib, G., Lancellotti, P., Antunes, M.J., Bongiorni, M.G., Casalta, J.P., et al.: 2015 ESC guidelines for the management of infective endocarditis. Eur. Heart J. 36(44), 3075–3128 (2015)

    Article  Google Scholar 

  14. Lanz, A., Weber, B., Reichert, M.: Time patterns for process-aware information systems. Requirements Eng. 19(2), 113–141 (2014)

    Article  Google Scholar 

  15. Larsen, J.W., Hager, W.H., Livengood, C.H., Hoyme, U.: Guidelines for the diagnosis, treatment and prevention of postoperative infections. Infect. Dis. Obstet. Gynecol. 11(1), 65–70 (2003)

    Article  Google Scholar 

  16. Leekha, S., Terrell, C.L., Edson, R.S.: General principles of antimicrobial therapy. In: Mayo Clinic Proceedings. vol. 86, pp. 156–167. Elsevier (2011)

    Google Scholar 

  17. Object Management Group: Business Process Model and Notation (BPMN), v2.0.2, http://www.omg.org/spec/BPMN/2.0.2/

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Francesca Zerbato .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this paper

Cite this paper

Combi, C., Oliboni, B., Zerbato, F. (2017). Towards Dynamic Duration Constraints for Therapy and Monitoring Tasks. In: ten Teije, A., Popow, C., Holmes, J., Sacchi, L. (eds) Artificial Intelligence in Medicine. AIME 2017. Lecture Notes in Computer Science(), vol 10259. Springer, Cham. https://doi.org/10.1007/978-3-319-59758-4_25

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-59758-4_25

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-59757-7

  • Online ISBN: 978-3-319-59758-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics