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An Anticipatory Sanet Environment for Training and Simulation of Laparoscopic Surgical Procedures

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Book cover Advanced Methods and Applications in Computational Intelligence

Part of the book series: Topics in Intelligent Engineering and Informatics ((TIEI,volume 6))

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Abstract

Surgical simulation environments are required to train laparoscopic surgeons to become familiar with the technology, before they operate on patients. The chapter examines how a Sensor-Actor Network (Sanet) incorporated into the laparoscopic training facility can be augmented with the Belief-Desire-Intention (Bdi) agents for autonomous operation of the sensor facility along with the training environment. In addition to neural network processes, path trajectory estimation can be superimposed as a visual aid in a variety of training scenarios. The algorithms used in this experiment provides a balanced approach to monitor the training surgeon’s level of progress and feedback as they perform the simulated training procedures.

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References

  1. Braubach, L., Pokahr, A., Lamersdorf, W.: JADEX: ABDI-Agent System Combining Middleware and Reasoning, Software Agent-Based Applications. Platforms and Development Kits, Whitestein Series in Software Agent Technologies and Autonomic Computing, pp. 143–168 (2005)

    Google Scholar 

  2. Chiu, C., Chaczko, Z.: Collaborative Target Tracking for Laparoscopic Surgery Simulation utilizing Anticipatory. In: Proceedings from the Australian Conference on the Applications of Systems Engineering, pp. 83–84 (2012)

    Google Scholar 

  3. Feng, C., Haniffa, H., et al.: Surgical Training and Performance Assessment Using Motion Tracking, Engineering of Computer-Based Systems (2006)

    Google Scholar 

  4. Feng, C., Rozenblit, J.W., Hamilton, A.J.: A Computerized Assessment to Compare the Impact of Standard, Stereoscopic and High-definition Laparoscopic Monitor Displays on Surgical Technique. Surgical Endoscopy 24(11), 2743–2748 (2010), doi:10.1007/s00464-010-1038-6

    Article  Google Scholar 

  5. Feng, C., Rozenblit, J., Hamilton, A.J.: A Hybrid View in Laparoscopic Surgery Training System, Engineering of Computer-Based Systems, Tucson, Arizona (2007)

    Google Scholar 

  6. Hamilton, E.C., Scott, D.J., et al.: Comparison of Video Trainer and Virtual Reality Training Systems on Acquisition of Laparoscopic Skills. Surgical Endoscopy Journal 16, 406–411 (2002)

    Article  Google Scholar 

  7. Kohonen, T.: Self-Organizing Maps, 3rd edn. Springer, New York (2000)

    Google Scholar 

  8. Korndorffer, J., Dunne, J., et al.: Simulator Training for Laparoscopic Suturing Using Performance Goals Translates to the Operating Room. Journal of the American College of Surgeons 201(1), 23–29 (2005)

    Article  Google Scholar 

  9. Leonard, J.: Sensor Fusion for Surgical Applications. In: 15th AESS IEEE Dayton Section Symposium, pp. 37–44 (1998)

    Google Scholar 

  10. Lien-Pharn, C., Rozenblit, J.W.: A Multi-modality Framework for Energy Efficient Tracking in Large Scale Wireless Sensor Networks. In: 5th Annual Conference on Artificial Intelligence, Simulation, and Planning in High Autonomy Systems, Gainesville, Florida (1994)

    Google Scholar 

  11. Low, K.H., et al.: An Ensemble of Cooperative Extended Kohonen Maps for Complex Robot Motion Tasks. Neural Computation 17(6), 1411–1445 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  12. Pokahr, A., Braubach, L., Lamersdorf, W.: JADEX Implementing a Belief-Desire-Intention Infrastructure for JADE-based Agents. Exp JADE Journal, 76–85 (2003)

    Google Scholar 

  13. Rao, M., Georgeff., P.: BDI-agents: From Theory to Practice. In: Proceedings of the 1st International Conference on Multi-agent Systems - ICMAS (1995)

    Google Scholar 

  14. Ritter, H., Schulten, K., Denker, J.S.: Topology Conserving Mappings for Learning Motor Tasks: Neural Networks for Computing. In: American Institute of Physics: 151st Conference Publication Proceedings, Snowbird, Utah, pp. 376–380 (1986)

    Google Scholar 

  15. Shrivastava, S., Sudarshan, R., et al.: Surgical Training and Performance Evaluation using Virtual Reality based Simulator. In: Virtual Concept Conference, France (2003)

    Google Scholar 

  16. Wei, G., Arbter, K., Hirzinger, G.: Real-time Visual Servoing for Laparoscopic Surgery, Controlling Robot Motion with Color Image Segmentation. IEEE Engineering in Medicine and Biology Magazine 16(1), 40–45 (1997)

    Article  Google Scholar 

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Correspondence to Christopher Chiu .

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Chiu, C., Chaczko, Z. (2014). An Anticipatory Sanet Environment for Training and Simulation of Laparoscopic Surgical Procedures. In: Klempous, R., Nikodem, J., Jacak, W., Chaczko, Z. (eds) Advanced Methods and Applications in Computational Intelligence. Topics in Intelligent Engineering and Informatics, vol 6. Springer, Heidelberg. https://doi.org/10.1007/978-3-319-01436-4_17

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  • DOI: https://doi.org/10.1007/978-3-319-01436-4_17

  • Publisher Name: Springer, Heidelberg

  • Print ISBN: 978-3-319-01435-7

  • Online ISBN: 978-3-319-01436-4

  • eBook Packages: EngineeringEngineering (R0)

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