Skip to main content
Top
Published in: International Journal of Computer Assisted Radiology and Surgery 8/2019

01-08-2019 | Original Article

Extending BPMN 2.0 for intraoperative workflow modeling with IEEE 11073 SDC for description and orchestration of interoperable, networked medical devices

Authors: Juliane Neumann, Stefan Franke, Max Rockstroh, Martin Kasparick, Thomas Neumuth

Published in: International Journal of Computer Assisted Radiology and Surgery | Issue 8/2019

Login to get access

Abstract

Purpose

Surgical workflow management in integrated operating rooms (ORs) enables the implementation of novel computer-aided surgical assistance and new applications in process automation, situation awareness, and decision support. The context-sensitive configuration and orchestration of interoperable, networked medical devices is a prerequisite for an effective reduction in the surgeons’ workload, by providing the right service and right information at the right time. The information about the surgical situation must be described as surgical process models and distributed to the medical devices and IT systems in the OR. Available modeling languages are not capable of describing surgical processes for this application.

Methods

In this work, the BPMNSIX modeling language for intraoperative processes is technically enhanced and implemented for workflow build-time and run-time. Therefore, particular attention is given to the integration of the recently published IEEE 11073 SDC standard family for a service-oriented architecture of networked medical devices. In addition, interaction patterns for context-aware configuration and device orchestration were presented.

Results

The identified interaction patterns were implemented in BPMNSIX for an ophthalmologic use case. Therefore, the examples of the process-driven incorporation and control of device services could be demonstrated.

Conclusion

The modeling of surgical procedures with BPMNSIX allows the implementation of context-sensitive surgical assistance functionalities and enables flexibility in terms of the orchestration of dynamically changing device ensembles and integration of unknown devices in the surgical workflow management.
Literature
1.
go back to reference Reichert M (2011) What BPM technology can do for healthcare process support. In: Peleg M, Lavrac N, Combi C (eds) Artificial intelligence in medicine. Springer, Berlin, pp 2–13CrossRef Reichert M (2011) What BPM technology can do for healthcare process support. In: Peleg M, Lavrac N, Combi C (eds) Artificial intelligence in medicine. Springer, Berlin, pp 2–13CrossRef
2.
go back to reference Rotter T, Kinsman L, James EL, Machotta A, Gothe H, Willis J, Snow P, Kugler J (2010) Clinical pathways: effects on professional practice, patient outcomes, length of stay and hospital costs. Cochrane Database Syst Rev 3:CD006632 Rotter T, Kinsman L, James EL, Machotta A, Gothe H, Willis J, Snow P, Kugler J (2010) Clinical pathways: effects on professional practice, patient outcomes, length of stay and hospital costs. Cochrane Database Syst Rev 3:CD006632
3.
go back to reference Sutherland J, van den Heuvel W (2006) Towards an intelligent hospital environment: adaptive workflow in the OR of the future. In: System Sciences, IEEE HICSS’06, pp 100b–100b Sutherland J, van den Heuvel W (2006) Towards an intelligent hospital environment: adaptive workflow in the OR of the future. In: System Sciences, IEEE HICSS’06, pp 100b–100b
4.
go back to reference Feussner H, Ostler D, Kranzfelder M, Kohn N, Koller S, Wilhelm D, Thuemmler C, Schneider A (2017) Surgery 4.0. Health 4.0: how virtualization and big data are revolutionizing healthcare. Springer, Berlin, pp 91–107CrossRef Feussner H, Ostler D, Kranzfelder M, Kohn N, Koller S, Wilhelm D, Thuemmler C, Schneider A (2017) Surgery 4.0. Health 4.0: how virtualization and big data are revolutionizing healthcare. Springer, Berlin, pp 91–107CrossRef
6.
go back to reference Arney D, Pajic M, Goldman JM, Lee I, Mangharam R, Sokolsky O (2010) Toward patient safety in closed-loop medical device systems. In: ACM/IEEE international conference on cyber-physical systems, pp 139–148 Arney D, Pajic M, Goldman JM, Lee I, Mangharam R, Sokolsky O (2010) Toward patient safety in closed-loop medical device systems. In: ACM/IEEE international conference on cyber-physical systems, pp 139–148
7.
go back to reference Okamoto J, Masamune K, Iseki H, Muragaki Y (2018) Development concepts of a smart cyber operating theater (SCOT) using ORiN technology. Biomed Eng Biomed Tech 63:31–37CrossRef Okamoto J, Masamune K, Iseki H, Muragaki Y (2018) Development concepts of a smart cyber operating theater (SCOT) using ORiN technology. Biomed Eng Biomed Tech 63:31–37CrossRef
8.
go back to reference Franke S, Liebmann P, Neumuth T (2012) Connecting workflow management to the OR network: design and evaluation of a bridge to enable dynamic systems behaviour. Biomed Eng Biomed Tech 57:771–774 Franke S, Liebmann P, Neumuth T (2012) Connecting workflow management to the OR network: design and evaluation of a bridge to enable dynamic systems behaviour. Biomed Eng Biomed Tech 57:771–774
9.
go back to reference Franke S, Rockstroh M, Hofer M, Neumuth T (2018) The intelligent OR: design and validation of a context-aware surgical working environment. Int J Comput Assist Radiol Surg 13:1–8CrossRef Franke S, Rockstroh M, Hofer M, Neumuth T (2018) The intelligent OR: design and validation of a context-aware surgical working environment. Int J Comput Assist Radiol Surg 13:1–8CrossRef
10.
go back to reference Franke S, Neumuth T (2015) Rule-based medical device adaptation for the digital operating room. IEEE EMBC 2015:1733–1736 Franke S, Neumuth T (2015) Rule-based medical device adaptation for the digital operating room. IEEE EMBC 2015:1733–1736
11.
go back to reference Neumann J, Vinz S, Neumuth T (2015) Surgical workflow and process modeling—an evaluation of modeling languages and process modeling tools. In: MICCAI 2015, M2CAI Neumann J, Vinz S, Neumuth T (2015) Surgical workflow and process modeling—an evaluation of modeling languages and process modeling tools. In: MICCAI 2015, M2CAI
12.
go back to reference Neumann J, Rockstroh M, Franke S, Neumuth T (2016) BPMNSIX—a BPMN 2.0 surgical intervention extension. In: MICCAI 2016, M2CAI Neumann J, Rockstroh M, Franke S, Neumuth T (2016) BPMNSIX—a BPMN 2.0 surgical intervention extension. In: MICCAI 2016, M2CAI
14.
go back to reference Kasparick M, Schlichting S, Golatowski F, Timmermann D (2015) New IEEE 11073 standards for interoperable, networked point-of-care medical devices. IEEE EMBC 2016:1721–1724 Kasparick M, Schlichting S, Golatowski F, Timmermann D (2015) New IEEE 11073 standards for interoperable, networked point-of-care medical devices. IEEE EMBC 2016:1721–1724
15.
go back to reference Kasparick M, Schmitz M, Andersen B, Rockstroh M, Franke S, Schlichting S, Golatowski F, Timmermann D (2018) OR.NET: a service-oriented architecture for safe and dynamic medical device interoperability. Biomed Eng Biomed Tech 63(1):11–30CrossRef Kasparick M, Schmitz M, Andersen B, Rockstroh M, Franke S, Schlichting S, Golatowski F, Timmermann D (2018) OR.NET: a service-oriented architecture for safe and dynamic medical device interoperability. Biomed Eng Biomed Tech 63(1):11–30CrossRef
16.
go back to reference Andersen B, Kasparick M, Ulrich H, Franke S, Schlamelcher J, Rockstroh M, Ingenerf J (2018) Connecting the clinical IT infrastructure to a service-oriented architecture of medical devices. Biomed Eng Biomed Tech 63:57–68CrossRef Andersen B, Kasparick M, Ulrich H, Franke S, Schlamelcher J, Rockstroh M, Ingenerf J (2018) Connecting the clinical IT infrastructure to a service-oriented architecture of medical devices. Biomed Eng Biomed Tech 63:57–68CrossRef
17.
go back to reference Andersen B, Kasparick M, Golatowski F, Ingenerf J (2016) Extending the IEEE 11073-1010X nomenclature for the modelling of surgical devices. In: 2016 IEEE-EMBS, BHI, pp 244–247 Andersen B, Kasparick M, Golatowski F, Ingenerf J (2016) Extending the IEEE 11073-1010X nomenclature for the modelling of surgical devices. In: 2016 IEEE-EMBS, BHI, pp 244–247
18.
go back to reference Andersen B, Kasparick M, Baumhof S, Golatowski F, Ingenerf J (2016) Definition and validation of surgical device specialisations for a service-oriented medical device architecture. In: EMBC 2016 Andersen B, Kasparick M, Baumhof S, Golatowski F, Ingenerf J (2016) Definition and validation of surgical device specialisations for a service-oriented medical device architecture. In: EMBC 2016
19.
go back to reference Kasparick M, Schlichting S, Golatowski F, Timmermann D (2015) Medical DPWS: new IEEE 11073 standard for safe and interoperable medical device communication. In: IEEE conference on standards for communications and networking (CSCN), pp 212–217 Kasparick M, Schlichting S, Golatowski F, Timmermann D (2015) Medical DPWS: new IEEE 11073 standard for safe and interoperable medical device communication. In: IEEE conference on standards for communications and networking (CSCN), pp 212–217
20.
go back to reference Neumuth T, Jannin P, Strauss G, Meixensberger J, Burgert O (2009) Validation of knowledge acquisition for surgical process models. J Am Med Inform Assoc JAMIA 16:72–80CrossRefPubMed Neumuth T, Jannin P, Strauss G, Meixensberger J, Burgert O (2009) Validation of knowledge acquisition for surgical process models. J Am Med Inform Assoc JAMIA 16:72–80CrossRefPubMed
21.
go back to reference MacKenzie CL, Ibbotson JA, Cao CGL, Lomax AJ (2001) Hierarchical decomposition of laparoscopic surgery: a human factors approach to investigating the operating room environment. Minim Invasive Ther Allied Technol 10:121–127CrossRef MacKenzie CL, Ibbotson JA, Cao CGL, Lomax AJ (2001) Hierarchical decomposition of laparoscopic surgery: a human factors approach to investigating the operating room environment. Minim Invasive Ther Allied Technol 10:121–127CrossRef
22.
go back to reference Neumuth T, Strauß G, Meixensberger J, Lemke HU, Burgert O (2006) Acquisition of process descriptions from surgical interventions. In: Bressan S, Küng J, Wagner R (eds) Database and expert systems applications. Springer, Berlin, pp 602–611CrossRef Neumuth T, Strauß G, Meixensberger J, Lemke HU, Burgert O (2006) Acquisition of process descriptions from surgical interventions. In: Bressan S, Küng J, Wagner R (eds) Database and expert systems applications. Springer, Berlin, pp 602–611CrossRef
23.
go back to reference Katić D, Julliard C, Wekerle A-L, Kenngott H, Müller-Stich BP, Dillmann R, Speidel S, Jannin P, Gibaud B (2015) LapOntoSPM: an ontology for laparoscopic surgeries and its application to surgical phase recognition. Int J Comput Assist Radiol Surg 10(9):1427–1434CrossRefPubMed Katić D, Julliard C, Wekerle A-L, Kenngott H, Müller-Stich BP, Dillmann R, Speidel S, Jannin P, Gibaud B (2015) LapOntoSPM: an ontology for laparoscopic surgeries and its application to surgical phase recognition. Int J Comput Assist Radiol Surg 10(9):1427–1434CrossRefPubMed
24.
go back to reference Padoy N, Blum T, Ahmadi S-A, Feussner H, Berger M-O, Navab N (2012) Statistical modeling and recognition of surgical workflow. Med Image Anal 16:632–641CrossRefPubMed Padoy N, Blum T, Ahmadi S-A, Feussner H, Berger M-O, Navab N (2012) Statistical modeling and recognition of surgical workflow. Med Image Anal 16:632–641CrossRefPubMed
25.
go back to reference Neumuth T, Durstewitz N, Fischer M, Strauss G, Dietz A, Meixensberger J, Jannin P, Cleary K, Lemke HU, Burgert O (2006) Structured recording of intraoperative surgical workflows. In: SPIE 6145, medical imaging 2006: PACS and imaging informatics, pp 61450A–61450A–12 Neumuth T, Durstewitz N, Fischer M, Strauss G, Dietz A, Meixensberger J, Jannin P, Cleary K, Lemke HU, Burgert O (2006) Structured recording of intraoperative surgical workflows. In: SPIE 6145, medical imaging 2006: PACS and imaging informatics, pp 61450A–61450A–12
27.
go back to reference Braun R, Schlieter H, Burwitz M, Esswein W (2014) BPMN4CP: design and implementation of a BPMN extension for clinical pathways. In: 2014 IEEE BIBM, pp 9–16 Braun R, Schlieter H, Burwitz M, Esswein W (2014) BPMN4CP: design and implementation of a BPMN extension for clinical pathways. In: 2014 IEEE BIBM, pp 9–16
28.
go back to reference Betke H, Seifert M (2017) BPMN for disaster response processes. In: INFORMATIK 2017 Betke H, Seifert M (2017) BPMN for disaster response processes. In: INFORMATIK 2017
29.
go back to reference Neumann J, Wiemuth M, Burgert O, Neumuth T (2017) Application of activity semantics and BPMN 2.0 in the generation and modeling of generic surgical process models. CARS 2017:S48–S49 Neumann J, Wiemuth M, Burgert O, Neumuth T (2017) Application of activity semantics and BPMN 2.0 in the generation and modeling of generic surgical process models. CARS 2017:S48–S49
30.
go back to reference Wiemuth M, Junger D, Leitritz MA, Neumann J, Neumuth T, Burgert O (2017) Application fields for the new Object Management Group (OMG) Standards Case Management Model and Notation (CMMN) and Decision Management Notation (DMN) in the perioperative field. Int J Comput Assist Radiol Surg 12:1439–1449CrossRefPubMed Wiemuth M, Junger D, Leitritz MA, Neumann J, Neumuth T, Burgert O (2017) Application fields for the new Object Management Group (OMG) Standards Case Management Model and Notation (CMMN) and Decision Management Notation (DMN) in the perioperative field. Int J Comput Assist Radiol Surg 12:1439–1449CrossRefPubMed
31.
go back to reference Hollingsworth D, Hampshire U (1995) Workflow management coalition: The workflow reference model. Doc Number TC00-1003 19 Hollingsworth D, Hampshire U (1995) Workflow management coalition: The workflow reference model. Doc Number TC00-1003 19
Metadata
Title
Extending BPMN 2.0 for intraoperative workflow modeling with IEEE 11073 SDC for description and orchestration of interoperable, networked medical devices
Authors
Juliane Neumann
Stefan Franke
Max Rockstroh
Martin Kasparick
Thomas Neumuth
Publication date
01-08-2019
Publisher
Springer International Publishing
Published in
International Journal of Computer Assisted Radiology and Surgery / Issue 8/2019
Print ISSN: 1861-6410
Electronic ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-019-01982-6

Other articles of this Issue 8/2019

International Journal of Computer Assisted Radiology and Surgery 8/2019 Go to the issue