Abstract
This paper reports a detailed evaluation results of a colonoscope tracking method. A colonoscope tracking method utilizing electromagnetic sensors and a CT volume has been proposed. Tracking accuracy of this method was evaluated by using a colon phantom. In the previously proposed paper, tracking errors were measured only at six points on the colon phantom for the accuracy evaluation. The point number is not enough to evaluate relationships between the tracking errors and positions in the colon. In this paper, we evaluated the colonoscope tracking method based on more detailed measurement results of the tracking errors. We measured tracking errors at 52 points on the colon phantom and visualized magnitudes of the tracking errors. From our experiments, tracking errors in the ascending and descending colons were enough small to perform colonoscope navigations. However, tracking errors in the transverse and descending colons were large due to colon deformations.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Peters, T., Cleary, K.: Image-Guided Interventions: Technology and Applications. Springer, New York (2008)
Deligianni, F., Chung, A., Zhong, G.: Predictive camera tracking for bronchoscope simulation with CONDensation. In: Duncan, J.S., Gerig, G. (eds.) MICCAI 2005. LNCS, vol. 3749, pp. 910–916. Springer, Heidelberg (2005)
Rai, L., Helferty, J.P., Higgins, W.E.: Combined video tracking and image-video registration for continuous bronchoscopic guidance. Int. J. Comput. Assist. Radiol. Surg. 3, 3–4 (2008)
Deguchi, D., Mori, K., Feuerstein, M., Kitasaka, T., Maurer, C.R., Suenaga, Y., Takabatake, H., Mori, M., Natori, H.: Selective image similarity measure for bronchoscope tracking based on image registration. Med. Image Anal. 3(14), 621–633 (2009)
Gildea, T.R., Mazzone, P.J., Karnak, D., Meziane, M., Mehta, A.: Electromagnetic navigation diagnostic bronchoscopy: a prospective study. Am. J. Respir. Crit. Care Med. 174(9), 982–989 (2006)
Schwarz, Y., Greif, J., Becker, H., Ernst, A., Metha, A.: Real-time electromagnetic navigation bronchoscopy to peripheral lung lesions using overlaid CT images: the first human study. Chest 129(4), 988–994 (2006)
Liu, J., Subramanian, K.R., Yoo, T.S.: An optical flow approach to tracking colonoscopy video. Comput. Med. Imaging Graph. 37(3), 207–223 (2013)
Fukuzawa, M., Uematsu, J., Kono, S., Suzuki, S., Sato, T., Yagi, N., Tsuji, Y., Yagi, K., Kusano, C., Gotoda, T., Kawai, T., Moriyasu, F.: Clinical impact of endoscopy position detecting unit (UPD-3) for a non-sedated colonoscopy. World J. Gastroenterol. 21(16), 4903–4910 (2015)
Oda, M., Acar, B., Furukawa, K., Kitasaka, T., Suenaga, Y., Navab, N., Mori, K.: Colonoscope tracking method based on line registration using CT images and electromagnetic sensors. Int. J. Comput. Assist. Radiol. Surg. 8(1), S349–S351 (2013)
Oda, M., Kondo, H., Kitasaka, T., Furukawa, K., Miyahara, R., Hirooka, Y., Goto, H., Navab, N., Mori, K.: Colonoscope navigation system using colonoscope tracking method based on line registration. In: Proceedings of SPIE 9036, 903626-1-7 (2014)
Kondo, H., Oda, M., Furukawa, K., Miyahara, R., Hirooka, Y., Goto, H., Kitasaka, T., Mori, K.: Development of marker-free estimation method of colonoscope tip position using electromagnetic sensors and CT volumes. Int. J. Comput. Assist. Radiol. Surg. 9(1), S11–S12 (2014)
Besl, P.J., McKay, N.D.: A method for registration of 3-D shapes. IEEE Trans. Pattern Anal. Mach. Intell. 14, 239–256 (1992)
Acknowledgments
Parts of this research were supported by the MEXT, the JSPS KAKENHI Grant Numbers 24700494, 25242047, 26108006, 26560255, and the Kayamori Foundation of Informational Science Advancement.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Oda, M. et al. (2016). Tracking Accuracy Evaluation of Electromagnetic Sensor-Based Colonoscope Tracking Method. In: Luo, X., Reichl, T., Reiter, A., Mariottini, GL. (eds) Computer-Assisted and Robotic Endoscopy. CARE 2015. Lecture Notes in Computer Science(), vol 9515. Springer, Cham. https://doi.org/10.1007/978-3-319-29965-5_10
Download citation
DOI: https://doi.org/10.1007/978-3-319-29965-5_10
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-29964-8
Online ISBN: 978-3-319-29965-5
eBook Packages: Computer ScienceComputer Science (R0)