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2015 | OriginalPaper | Buchkapitel

Medical Image Processing for Analysis of Colon Motility

verfasst von : N. Navab, B. Glocker, O. Kutter, S. M. Kirchhoff, M. Reiser

Erschienen in: Handbook of Biomedical Imaging

Verlag: Springer US

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Abstract

A precise analysis and diagnosis of colon motility dysfunctions with current methods is almost unachievable. This makes it extremely difficult for the clinical experts to decide for the right intervention such as colon resection. The use of Cine MRI for visualizing the colon motility is a very promising technique. In addition, if image segmentation and qualitative motion analysis provide the necessary tools, it could provide the appropriate diagnostic solution. In this work we define necessary steps in the image processing chain to obtain clinical relevant measurements for a computer aided diagnosis of colon motility dysfunctions. For each step, we develop methods for an efficient handling of the MRI time sequences. There is need for compensating the breathing motion since no respiratory gating can be used during acquisition. We segment the colon using a graph-cuts approach in 2D over time for further analysis and visualization. The analysis of the large bowel motility is done by tracking the diameter of the colon during the propagation of the peristaltic wave. The main objective of this work is to automatize the assessment of clinical parameters which can be used to define a clinical index for motility pathologies.

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Literatur
1.
Zurück zum Zitat G. Bassotti and M. Crowell. Colon and rectum: normal function and clinical disorders. Schuster Atlas of Gastrointestinal Motility in Health and Disease, pages 241–252, 2002. G. Bassotti and M. Crowell. Colon and rectum: normal function and clinical disorders. Schuster Atlas of Gastrointestinal Motility in Health and Disease, pages 241–252, 2002.
2.
Zurück zum Zitat E. Bonapace, A. Maurer, S. Davidoff, and et al. Whole gut transit scintigraphy in the clinical evaluation of patients with upper and lower gastrointestinal symptoms. Am J Gastroenterol., 95:2838–2847, 2000. E. Bonapace, A. Maurer, S. Davidoff, and et al. Whole gut transit scintigraphy in the clinical evaluation of patients with upper and lower gastrointestinal symptoms. Am J Gastroenterol., 95:2838–2847, 2000.
3.
Zurück zum Zitat J.-Y. Bouguet. Pyramidal Implementation of the Lucas-Kanade Feature Tracker. OpenCV Documentation, Microprocessor Research Labs, Intel Corporation, 1999. J.-Y. Bouguet. Pyramidal Implementation of the Lucas-Kanade Feature Tracker. OpenCV Documentation, Microprocessor Research Labs, Intel Corporation, 1999.
4.
Zurück zum Zitat Y. Boykov and M.-P. Jolly. Interactive graph cuts for optimal boundary & region segmentation of objects in n-d images. In Proc. International Conference on Computer Vision (ICCV), volume I, pages 105–112, 2001. Y. Boykov and M.-P. Jolly. Interactive graph cuts for optimal boundary & region segmentation of objects in n-d images. In Proc. International Conference on Computer Vision (ICCV), volume I, pages 105–112, 2001.
5.
Zurück zum Zitat Y. Boykov and V. Kolmogorov. An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 26(9):1124–1137, Sept. 2004. Y. Boykov and V. Kolmogorov. An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 26(9):1124–1137, Sept. 2004.
6.
Zurück zum Zitat S. Buhmann, C. Kirchhoff, and et al. Assessment of large bowel motility by cine magnetic resonance imaging using two different prokinetic agents. Investigative Radiology, 40, 11: 689–694, 2005. S. Buhmann, C. Kirchhoff, and et al. Assessment of large bowel motility by cine magnetic resonance imaging using two different prokinetic agents. Investigative Radiology, 40, 11: 689–694, 2005.
7.
Zurück zum Zitat S. Buhmann, C. Kirchhoff, and et al. Visualization and quantification of large bowel motility with functional cine-mri. Fortschritte auf dem Gebiet der Roentgenstrahlen und der bildgebenden Verfahren (RoeFo), 177:35–40, 2005. S. Buhmann, C. Kirchhoff, and et al. Visualization and quantification of large bowel motility with functional cine-mri. Fortschritte auf dem Gebiet der Roentgenstrahlen und der bildgebenden Verfahren (RoeFo), 177:35–40, 2005.
8.
Zurück zum Zitat R. Hagger, D. Kumar, M. Benson, and et al. Periodic colonic motor activity identified by 24-h pancolonic ambulatory manometry in humans. Neurogastroenterol Motil., pages 271–278, 2002. R. Hagger, D. Kumar, M. Benson, and et al. Periodic colonic motor activity identified by 24-h pancolonic ambulatory manometry in humans. Neurogastroenterol Motil., pages 271–278, 2002.
9.
Zurück zum Zitat M. Hansen. Small intestinal manometry. Physiol Res., 51:541–556, 2002. M. Hansen. Small intestinal manometry. Physiol Res., 51:541–556, 2002.
10.
Zurück zum Zitat C. Harris and M. Stephens. A combined corner and edge detector. In Proc. Alvey Vision Conf., pages 147–151, 1988. C. Harris and M. Stephens. A combined corner and edge detector. In Proc. Alvey Vision Conf., pages 147–151, 1988.
11.
Zurück zum Zitat O. Kutter, S. Kirchhoff, M. Berkovic, M. Reiser, and N. Navab. Spatio-temporal registration in multiplane mri acquisitions for 3d colon motiliy analysis. In SPIE Medical Imaging, 2008. O. Kutter, S. Kirchhoff, M. Berkovic, M. Reiser, and N. Navab. Spatio-temporal registration in multiplane mri acquisitions for 3d colon motiliy analysis. In SPIE Medical Imaging, 2008.
12.
Zurück zum Zitat A. Lienemann, D. Sprenger, H. Steitz, and et al. Detection and mapping of intraabdominal adhesions by using functional cine mr imaging: preliminary results. Radiology, 217:421–425, 2000. A. Lienemann, D. Sprenger, H. Steitz, and et al. Detection and mapping of intraabdominal adhesions by using functional cine mr imaging: preliminary results. Radiology, 217:421–425, 2000.
13.
Zurück zum Zitat K. Palágyi, E. Sorantin, E. Balogh, A. Kuba, C. Halmai, B. Erdöhelyi, and K. Hausegger. A sequential 3d thinning algorithm and its medical applications. In Proc. Int’l Conf. Information Processing in Medical Imaging (IPMI). Springer, 2001. K. Palágyi, E. Sorantin, E. Balogh, A. Kuba, C. Halmai, B. Erdöhelyi, and K. Hausegger. A sequential 3d thinning algorithm and its medical applications. In Proc. Int’l Conf. Information Processing in Medical Imaging (IPMI). Springer, 2001.
14.
Zurück zum Zitat J. Shi and C. Tomasi. Good features to track. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR’94), pages 593–600, 1994. J. Shi and C. Tomasi. Good features to track. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR’94), pages 593–600, 1994.
15.
Zurück zum Zitat C. Zahlten, H. Jürgens, and H.-O. Peitgen. Reconstruction of branching blood vessels from ct-data. In Eurographics Workshop of Visualization in Scientific Computing, pages 161–168. Springer, 1994. C. Zahlten, H. Jürgens, and H.-O. Peitgen. Reconstruction of branching blood vessels from ct-data. In Eurographics Workshop of Visualization in Scientific Computing, pages 161–168. Springer, 1994.
Metadaten
Titel
Medical Image Processing for Analysis of Colon Motility
verfasst von
N. Navab
B. Glocker
O. Kutter
S. M. Kirchhoff
M. Reiser
Copyright-Jahr
2015
Verlag
Springer US
DOI
https://doi.org/10.1007/978-0-387-09749-7_21

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