Psychomotor skills assessment in laparoscopic surgery using augmented reality scenarios

17th DSP 2011 International Conference on Digital Signal Processing, Proceedings

Volumn , Issue , 2011, Pages

  Lahanas, Vasileios ^a   Loukas, Constantinos ^a   Nikiteas, Nikolaos ^a   Dimitroulis, Dimitrios ^a   Georgiou, Evangelos ^a  

^a UNIVERSITY OF ATHENS MEDICAL SCHOOL   (Greece)

Author keywords

Augmented reality; Hidden Markov models; laparoscopy; medical simulation

Indexed keywords

DYNAMIC TIME WARPING; LAPAROSCOPIC INSTRUMENT; LAPAROSCOPIC SURGERY; LAPAROSCOPY; MEDICAL SIMULATIONS; SIMULATION MODEL;

AUGMENTED REALITY; COMPUTER SIMULATION; DIGITAL SIGNAL PROCESSING; RATING; SURGERY;

HIDDEN MARKOV MODELS;

EID: 80053140013     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDSP.2011.6004893     Document Type: Conference Paper

References (19)

1. V. N. Palter and T. P. Grantcharov, "Simulation in surgical education," CMAJ, vol. 182, pp. 1191-6, 2010.
2. S. M. Botden, S. N. Buzink, M. P. Schijven, and J. J. Jakimowicz, "Augmented versus virtual reality laparoscopic simulation: what is the difference? A comparison of the ProMIS augmented reality laparoscopic simulator versus LapSim virtual reality laparoscopic simulator," World J Surg, vol. 31, pp. 764-72, Apr 2007. (Pubitemid 46496229)
3. P. D. Vlaovic, E. R. Sargent, J. R. Boker, F. A. Corica, D. S. Chou, C. S. Abdelshehid, S. M. White, L. G. Sala, F. Chu, T. Le, R. V. Clayman, and E. M. McDougall, "Immediate impact of an intensive one-week laparoscopy training program on laparoscopic skills among postgraduate urologists," JSLS, vol. 12, pp. 1-8, Jan-Mar 2008.
4. H. M. Hasson, "Improving video laparoscopy skills with repetitive simulator training," Chicago Medicine, vol. 101, pp. 12-15, 1998.
5. K. S. Lehmann, J. P. Ritz, H. Maass, H. K. Cakmak, U. G. Kuehnapfel, C. T. Germer, G. Bretthauer, and H. J. Buhr, "A prospective randomized study to test the transfer of basic psychomotor skills from virtual reality to physical reality in a comparable training setting," Ann Surg, vol. 241, pp. 442-9, Mar 2005. (Pubitemid 40299720)
6. S. Nicolau, J. Schmid, X. Pennec, L. Soler, and N. Ayache, "An augmented reality & virtuality interface for a puncture guidance system: Design and validation on an abdominal phantom," Medical Imaging and Augmented Reality, Proceedings, vol. 3150, pp. 302-310, 2004.
7. T. Yoshinaga, T. Horiguchi, W. Miyazaki, and K. Masuda, "Development of 3D space-sharing interface using augmented reality technology for domestic tele-echography," Conf Proc IEEE Eng Med Biol Soc, vol. 2009, pp. 6103-6, 2009.
8. S. M. Botden and J. J. Jakimowicz, "What is going on in augmented reality simulation in laparoscopic surgery?," Surg Endosc, vol. 23, pp. 1693-700, Aug 2009.
9. J. Fischer, B. Huhle, and A. Schilling, "Using Time-of-Flight Range Data for Occlusion Handling in Augmented Reality," in Eurographics Symposium on Virtual Environments (EGVE), Weimar, 2007, pp. 109-116.
10. M. Fiala, "ARTag, An Improved Marker System Based on ARToolkit," 47166 2004.
11. H. Kato and M. Billinghurst, "Marker tracking and HMD callibration for a video-based augmented reality conferencing system," in 2nd IEEE and ACM International Workshop on Augmented Reality (IWAR '99), San Francisco, CA , USA 1999, pp. 85-94.
12. Y. Tian, T. Guan, and C. Wang, "Real-Time Occlusion Handling in Augmented Reality Based on an Object Tracking Approach," Sensors, vol. 10, pp. 2885-2900, Apr 2010.
13. H. Sakoe and S. Chiba, "Dynamic-Programming Algorithm Optimization for Spoken Word Recognition," Ieee Transactions on Acoustics Speech and Signal Processing, vol. 26, pp. 43-49, 1978.
14. N. Padoy, T. Blum, I. Essa, H. Feussner, M. O. Berger, and N. Navab, "A boosted segmentation method for surgical workflow analysis," Med Image Comput Comput Assist Interv, vol. 10, pp. 102-9, 2007.
15. F. I. Bashir, A. A. Khokhar, and D. Schonfeld, "View-invariant motion trajectory-based activity classification and recognition," Multimedia Systems, vol. 12, pp. 45-54, Aug 2006. (Pubitemid 44199916)
16. J. J. Leong, M. Nicolaou, L. Atallah, G. P. Mylonas, A. W. Darzi, and G. Z. Yang, "HMM assessment of quality of movement trajectory in laparoscopic surgery," Comput Aided Surg, vol. 12, pp. 335-46, Nov 2007. (Pubitemid 350232919)
17. L. R. Rabiner, "A Tutorial on Hidden Markov-Models and Selected Applications in Speech Recognition," Proceedings of the Ieee, vol. 77, pp. 257-286, Feb 1989.
18. J. Rosen, M. Solazzo, B. Hannaford, and M. Sinanan, "Objective laparoscopic skills assessments of surgical residents using Hidden Markov Models based on haptic information and tool/tissue interactions," Stud Health Technol Inform, vol. 81, pp. 417-23, 2001. (Pubitemid 33320103)
19. G. Schwarz, "Estimating Dimension of a Model," Annals of Statistics, vol. 6, pp. 461-464, 1978.