Surgical Workflow Management Schemata for Cataract Procedures

作者: P. Liebmann , P. Wiedemann , J. Meixensberger , T. Neumuth

DOI: 10.3414/ME11-01-0093

关键词: Computer-assisted surgeryWorkflow management systemSoftware engineeringSchema (psychology)SimulationComputer scienceProcess modelingIn patientWorkflowOperative Surgical ProceduresWorkflow nets

摘要: Objective: Workflow guidance of surgical activities is a challenging task. Because variations in patient properties and applied techniques, processes have high variability. The objective this study was the design implementation workflow management system (SWFMS) that can provide robust for activities. We investigated how many process models are needed to develop SWFMS guide cataract surgeries robustly. Methods: used 100 cases acquired patient-individual (iSPMs) from them. Of these, randomized subsets iSPMs were selected as learning sets create generic model (gSPM). These gSPMs mapped onto nets schemata define behavior SWFMS. Finally, 10 disjoint set simulated validate schema processes. measurement successful an iSPM. Results: demonstrated with generated subset sufficient approximately 65% all total set, 50 approx. 80% Conclusion: designed able on detailed level. inter-patient variability be considered by our approach.

参考文章(93)
Joerg Seeburger, Sergej Leontjev, Michael Neumuth, Thilo Noack, Michael Höbartner, Martin Misfeld, Michael A. Borger, Friedrich W. Mohr, Trans-apical beating-heart implantation of neo-chordae to mitral valve leaflets: results of an acute animal study. European Journal of Cardio-Thoracic Surgery. ,vol. 41, pp. 173- 176 ,(2011) , 10.1016/J.EJCTS.2011.03.058
Yousuf M. Khalifa, David Bogorad, Vincent Gibson, John Peifer, Julian Nussbaum, Virtual reality in ophthalmology training. Survey of Ophthalmology. ,vol. 51, pp. 259- 273 ,(2006) , 10.1016/J.SURVOPHTHAL.2006.02.005
Jonathan E. Cook, Alexander L. Wolf, Automating process discovery through event-data analysis international conference on software engineering. pp. 73- 82 ,(1995) , 10.1145/225014.225021
A. K. Alves de Medeiros, A. J. M. M. Weijters, W. M. P. van der Aalst, Genetic Process Mining: A Basic Approach and Its Challenges Business Process Management Workshops. pp. 203- 215 ,(2006) , 10.1007/11678564_18
Thomas Neumuth, Christian Meißner, Online recognition of surgical instruments by information fusion. computer assisted radiology and surgery. ,vol. 7, pp. 297- 304 ,(2012) , 10.1007/S11548-011-0662-5
Thomas Neumuth, Christos Trantakis, Laurent Riffaud, Gero Strauß, Jürgen Meixensberger, Oliver Burgert, Assessment of technical needs for surgical equipment by surgical process models. Minimally Invasive Therapy & Allied Technologies. ,vol. 18, pp. 341- 349 ,(2009) , 10.3109/13645700903384484
E. Kyriacou, G. Fakas, V. Pavlaki, A completely decentralized workflow management system for the support of emergency telemedicine and patient monitoring. international conference of the ieee engineering in medicine and biology society. ,vol. 1, pp. 5663- 5666 ,(2006) , 10.1109/IEMBS.2006.259815
W. M. P. Aalst, Verification of Workflow Nets applications and theory of petri nets. pp. 407- 426 ,(1997) , 10.1007/3-540-63139-9_48
J. Munchenberg, J. Brief, J. Raczkowsky, H. Worn, S. Hassfeld, J. Muhling, Operation planning of robot supported surgical interventions intelligent robots and systems. ,vol. 1, pp. 547- 552 ,(2000) , 10.1109/IROS.2000.894661
J. Sutherland, W. van den Heuvel, Towards an Intelligent Hospital Environment: Adaptive Workflow in the OR of the Future hawaii international conference on system sciences. ,vol. 5, pp. 100- ,(2006) , 10.1109/HICSS.2006.494