Automatic segmentation of intracochlear anatomy in conventional CT

IEEE Transactions on Biomedical Engineering

Volumn 58, Issue 9, 2011, Pages 2625-2632

  Noble, Jack H ^a   Labadie, Robert F ^b   Majdani, Omid ^c   Dawant, Benoit M ^a  

^a VANDERBILT UNIVERSITY   (United States)

^b VANDERBILT UNIVERSITY MEDICAL CENTER   (United States)

^c HANNOVER MEDICAL SCHOOL   (Germany)

Author keywords

Active shape model segmentation; cochlear implant; intracochlear anatomy; scala tympani

Indexed keywords

ACTIVE SHAPE MODEL SEGMENTATION; ACTIVE SHAPE MODELS; AUTOMATIC SEGMENTATIONS; EX-VIVO; HEARING LOSS; IN-VIVO IMAGING; INTRACOCHLEAR ANATOMY; MICRO CT; PARTIAL INFORMATION; POINT OF ENTRIES; QUANTITATIVE EVALUATION; SCALA TYMPANI; SEGMENTATION TECHNIQUES; SIMILARITY COEFFICIENTS; SURFACE ERROR;

AUDITION; COCHLEAR IMPLANTS; RESTORATION;

COMPUTERIZED TOMOGRAPHY;

ARTICLE; AUTOMATION; BASILAR MEMBRANE; COCHLEA; COCHLEA PROSTHESIS; COMPUTED TOMOGRAPHY SCANNER; COMPUTER ASSISTED TOMOGRAPHY; HEARING LOSS; HUMAN; IMAGE ANALYSIS; IMAGING SYSTEM; MICRO-COMPUTED TOMOGRAPHY; MODEL; QUANTITATIVE ANALYSIS; SCALA TYMPANI; SCALA VESTIBULI; SURGICAL ANATOMY; VALIDATION STUDY;

ALGORITHMS; HUMANS; RADIOGRAPHIC IMAGE ENHANCEMENT; REPRODUCIBILITY OF RESULTS; SCALA TYMPANI; SCALA VESTIBULI; TOMOGRAPHY, X-RAY COMPUTED; X-RAY MICROTOMOGRAPHY;

EID: 80052086965     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2011.2160262     Document Type: Article

References (25)

1. M. W. Skinner, T. A. Holden, B. R. Whiting, A. H. Voie, B. Brunsden, J. G. Neely, E. A. Saxon, T. E. Hullar, and C. C. Finley, "In vivo estimates of the position of advanced bionics electrode arrays in the human cochlea," Ann. Otol. Rhinol. Laryngol. Suppl., vol. 197, pp. 2-24, Apr. 2007.
2. A. Aschendorff, J. Kromeier, T. Klenzner, and R. Laszig, "Quality control after insertion of the nucleus contour and contour advance electrode in adults," Ear Hearing, vol. 28, pp. 75S-79S, Apr. 2007. (Pubitemid 46673666)
3. E.Lehnhardt andR.Laszig, "Specific surgical aspectsofcochlear implant-soft surgery," Adv. Coch. Imp., pp. 228-229, 1994.
4. C. James, K. Albegger, R. Battmer, S. Burdo, N. Deggouj, O. Deguine, N. Dillier, M. Gersdorff, R. Laszig, T. Lenarz, M. M. Rodriguez, M. Mondain, E. Offeciers, A. R. Macias, R. Ramsden, O. Sterkers, E. Von Wallenberg, B. Weber, and B. Fraysse, "Preservation of residual hearing with cochlear implantation: How and why," Acta. Oto-Laryngologica, vol. 125, no. 5, pp. 481-491, 2005. (Pubitemid 40676887)
5. J. H. Noble, R. Rutherford, R. F. Labadie, O. Majdani, and B. M. Dawant, "Modeling and segmentation of intra-cochlear anatomy in conventional CT," in Proc. SPIE Conf. Med. Imag., 2010, vol. 7623, pp. 762302-1-762302-9.
6. E. Erixon, H. Hogstorp, K. Wadin, and H. Rask-Anderson, "Variational anatomy of the human cochlea: Implications for cochlear implantation," Otology Neurotology, vol. 30, pp. 14-22, 2008.
7. P. Dimopoulos and C. Muren, "Anatomic variations of the cochlea and relations to other temporal bone structures," Acta. Radiologica, vol. 31, pp. 439-444, 1990.
8. D. R. Ketten, M. W. Skinner, G. Wang, M. W. Vannier, G. A. Gates, and J. G. Neely, "In vivo measure of cochlear length and insertion depth of nucleus cochlear implant electrode arrays," Ann. Otol. Rhinol. Laryngol. Suppl., vol. 175, pp. 1-16, 1998. (Pubitemid 28523222)
9. B. Escude, C. James, O. Dequine, N. Cochard, E. Eter, and B. Fraysse, "The size of the cochlea and predictions of insertion depth angles for cochlear implant electrodes," Audiol. Neurootol., vol. 11, no. Suppl. 1, pp. 27-33, 2006. (Pubitemid 44629840)
10. T. F. Cootes, C. J. Taylor, D. H. Cooper, and J. Graham, "Active shape models-Their training and application," Comp. Vis. Image Understanding, vol. 61, no. 1, pp. 39-59, 1995.
11. W. H. Press, B. P. Flannery, S. A. Teukolsky, and W. T. Vetterling, Numerical Recipes in C, 2nd ed. Cambridge, U. K.: Cambridge Univ. Press, 1992, ch. 10, pp. 412-419.
12. F. Maes, A. Collignon, D. Vandermeulen, G. Marchal, and P. Suetens, "Multimodality image registration by maximization of mutual information," IEEE Trans Med Imag., vol. 16, no. 2, pp. 187-198, Apr. 1997. (Pubitemid 127762930)
13. G. K. Rohde, A. Aldroubi, and B. M. Dawant, "The adaptive bases algorithm for intensity-based nonrigid image registration," IEEE Trans. Med. Imag., vol. 22, no. 11, pp. 1470-1479, Nov. 2003.
14. Z. Wu, "Multivariate compactly supported positive definite radial functions," Adv. Comput. Math., vol. 4, pp. 283-292, 1995.
15. C. Studholme, D. L. G. Hill, and D. J. Hawkes, "An overlap invariant entropy measure of 3D medical image alignment," Pattern Recognit., vol. 32, no. 1, pp. 71-86, 1999.
16. A. F. Frangi, D. Rueckert, J. A. Schnabel, and W. J. Niessen, "Automatic construction of multiple-object three-dimensional statistical shape models: Application to cardiac modeling," IEEE Trans. Med. Imag., vol. 21, no. 9, pp. 1151-1166, Sep. 2002.
17. K. S. Arun, T. S. Huang, and S. D. Blostein, "Least square fitting of two 3D point sets," IEEE Trans. Pattern Anal. Mach., vol. 9, no. 5, pp. 698-700, Sep. Intell. vol. 1987.
18. L. R. Dice, "Measures of the amount of ecologic association between species," Ecology, vol. 26, pp. 297-302, 1945.
19. A. P. Zijdenbos, B. M. Dawant, and R. Margolin, "Morphometric analysis of white matter lesions in MR images: Method and validation," IEEE Trans. Med. Imag., vol. 13, no. 4, pp. 716-724, Dec. 1994.
20. J.H.Noble,T.A.Schuman,C.G.Wright,R.F.Labadie, andB.M.Dawant, "Automatic identification of cochlear implant electrode arrays for postoperative assessment," in Proc. SPIE Conf. Med. Imag., 2011, vol. 7962, pp. 796217-1-796217-10.
21. T. A. Schuman, J. H. Noble, C. G. Wright, G. B. Wanna, B. Dawant, and R. F. Labadie, "Anatomic verification of a novel, non-rigid registration method for precise intrascalar localization of cochlear implant electrodes in adult human temporal bones using clinically-available computerized tomography," Laryngoscope, vol. 120, no. 11, pp. 2277-2283, 2010.
22. G. Wanna, J. H. Noble, T. Mcrackan, B. M. Dawant, M. Dietrich, L. Watkins, A. Rivas, T. Schuman, and R. Labadie, "Assessment of electrode positions and hearing outcomeinbilateral cochlear implant patients," Otology Neurotology, vol. 32, no. 3, pp. 428-432, 2011.
23. C. C. Finley, T. A. Holden, L. K. Holden, B. R. Whiting, R. A. Chole, G. J. Neely, T. E. Hullar, and M. W. Skinner, "Role of electrode placement as a contributor to variability in cochlear implant outcomes," Otology Neurotology, vol. 29, no. 7, pp. 920-928, 2008.
24. R. F. Labadie, R. Balachandran, J. Mitchell, J. H. Noble, O. Majdani, D. S. Haynes, M. Bennett, B. M. Dawant, and J. M. Fitzpatrick, "Clinical validation study of percutaneous cochlear access using patient customized micro-stereotactic frames," Otology Neurotology, vol. 31, no. 1, pp. 94-99, 2010.
25. J. H. Noble, B. M. Dawant, F. M. Warren, and R. F. Labadie, "Automatic identification and 3D rendering of temporal bone anatomy," Otology Neurotology, vol. 30, no. 4, pp. 436-442, 2009.