Validation of a hybrid Doppler ultrasound vessel-based registration algorithm for neurosurgery

International Journal of Computer Assisted Radiology and Surgery

Volumn 7, Issue 5, 2012, Pages 667-685

  Chen, Sean Jy Shyang ^a   Reinertsen, Ingerid ^b   Coupé, Pierrick ^a,c   Yan, Charles X B ^a   Mercier, Laurence ^a   Del Maestro, D Rolando ^d   Collins, D Louis ^a  

^a MCGILL UNIVERSITY   (Canada)

^b TRONDHEIM UNIVERSITY HOSPITAL   (Norway)

^c UNIVERSITÉ DE BORDEAUX   (France)

^d MCGILL UNIVERSITY   (Canada)

Author keywords

Brain shift; Digital phantom; Doppler ultrasound; Validation; Volumetric registration

Indexed keywords

POLYVINYL ALCOHOL;

ADULT; AGED; ALGORITHM; ARTICLE; BRAIN BLOOD VESSEL; BRAIN RADIOGRAPHY; BRAIN REGION; CASE REPORT; CRYOGEL; DIGITAL IMAGING; DOPPLER ECHOGRAPHY; DURA MATER; FEMALE; HUMAN; IMAGE PROCESSING; IMAGE QUALITY; IMAGE RECONSTRUCTION; LINEAR SYSTEM; MAGNETIC RESONANCE ANGIOGRAPHY; MALE; NEUROIMAGING; NEUROSURGERY; NONLINEAR SYSTEM; PEROPERATIVE ECHOGRAPHY; PREDICTION; PREOPERATIVE EVALUATION; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; SIGNAL NOISE RATIO; VALIDATION PROCESS;

EID: 84867629464     PISSN: 18616410     EISSN: 18616429     Source Type: Journal    
DOI: 10.1007/s11548-012-0680-y     Document Type: Article

References (42)

1. Arbel T, Morandi X, Comeau RM, Collins DL (2004) Automatic non-linear MRI-ultrasound registration for the correction of intraoperative brain deformations. Comput Aided Surg 9(4):123-136
2. Besl P, McKay H (1992) A method for registration of 3-d shapes. IEEE Trans Pattern Anal Mach Intell 14(2): 239-256. doi:10.1109/34.121791
3. Bucholz R, Yeh D, Trobaugh J, McDurmont L, Sturm C, Baumann C, Henderson J, Levy A, Kessman P (1997) The correction of stereotactic inaccuracy caused by brain shift using an intraoperative ultrasound device. In: CVRMed-MRCAS'97, pp 459-466. doi:10.1007/BFb0029268
4. Collins D, EvansA (1997) ANIMAL:Validation and application of non-linear registration-based segmentation. IJPRAI 11(8):1271-1294
5. Coupé P, Hellier P, Morandi X, Barillot C (2007) A probabilistic objective function for 3Drigid registration of intraoperativeUSand preoperative MR brain images. In: IEEE ISBI: Nano to Macro, pp 1320-1323
6. Danilchenko A, Fitzpatrick J (2011) General approach to firstorder error prediction in rigid point registration. IEEE Trans Med Imaging 30(3): 679-693. doi:10.1109/TMI.2010.2091513
7. Descoteaux M, Collins L, Siddiqi K (2008) A multi-scale geometric flow for segmenting vasculature in mri: theory and validation. Med Image Anal 12(4):497-513
8. Ding S, Miga M, Thompson R, Dumpuri P, Cao A, DawantB(2007) Estimation of intra-operative brain shift using a tracked laser range scanner. In: Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th annual international conference of the IEEE, pp 848-851
9. Duchon J (1977) Splines minimizing rotation-invariant seminorms in sobolev spaces. In: Schempp W, Zeller K (eds) Constructive theory of functions of several variables, Lecture notes in mathematics, vol 571. Springer, Berlin pp 85-100. doi:10.1007/BFb0086566
10. Fieten L, Schmieder K, Engelhardt M, Pasalic L, Radermacher K, Heger S (2009) Fast and accurate registration of cranial ct images with a-mode ultrasound. Int J Comput Assist Radiol Surg 4: 225-237. doi:10.1007/s11548-009- 0288-z
11. Frangi AF, Niessen WJ, Vincken KL, ViergeverMA (1998) Multiscale vessel enhancement filtering. In:MICCAI 1998, pp 130-137
12. Gobbi DG, Comeau RM, Peters TM (1999) Ultrasound probe tracking for real-time ultrasound/mri overlay and visualization of brain shift. In: Proceedings of the second international conference on medical image computing and computer-assisted intervention, MICCAI '99, pp 920-927. Springer, London, UK. http://dl.acm. org/citation.cfm?id=646922.709913
13. Haberland N, Ebmeier K, Hliscs R, Grunewald JP, Silbermann J, Steenbeck J, Nowak H, Kalff R (2000) Neuronavigation in surgery of intracranial and spinal tumors. J Cancer Res Clin Oncol 126(9):529-541
14. Hastreiter P, Rezk-Salama C, Soza G, Bauer M, Greiner G, Fahlbusch R, Ganslandt O, Nimsky C (2004) Strategies for brain shift evaluation. Med Image Anal 8(4): 447-464. doi:10.1016/j. media.2004.02.001
15. Hill D, Maurer C, Maciunas R, Barwise J, Fitzpatrick J, Wang M (1998) Measurement of intraoperative brain surface deformation under a craniotomy. Neurosurgery 43(3):514-528
16. Ji S, Wu Z, Hartov A, Roberts D, Paulsen K (2008) Mutual-information- based image to patient re-registration using intraoperative ultrasound in image-guided neurosurgery. Med Phys 35:4612-4624
17. Jomier J, Aylward SR (2004) Rigid and deformable vasculatureto-image registration: a hierarchical approach. In: Barillot C, Haynor DR, Hellier P (eds) Medical image computing and computer-assisted intervention MICCAI 2004, Lecture notes in computer science, vol 3216. Springer, Berlin pp 829-836
18. Khan MF, Mewes K, Skrinjar O (2006) Brain shift analysis for deep brain stimulation surgery. In: IEEE ISBI: Nano to Macro pp 654-657
19. Lange T, Eulenstein S, Hünerbein M, Schlag PM (2003) Vesselbased non-rigid registration ofMR/CT and 3D ultrasound for navigation in liver surgery. Comput Aided Surg 8(5):228-240
20. LeoWR (1994) Techniques for nuclear and particle physics experiments: a how-to approach. Springer, Berlin
21. Letteboer MMJ, Willems PWA, Viergever MA, Niessen WJ (2005) Brain shift estimation in image-guided neurosurgery using 3-D ultrasound. IEEE Trans Biomed Eng 52(2):268-276
22. Maurer CR Jr, Hill D, Martin A, Liu H, McCue M, Rueckert D, Lloret D, Hall W, Maxwell R, Hawkes D, Truwit C (1998) Investigation of intraoperative brain deformation using a 1.5-t interventional mr system: preliminary results. IEEE Trans Med Imaging 17(5): 817-825. doi:10.1109/42.736050
23. Miga M, Paulsen K, Hoopes P, Kennedy F Jr, Hartov A, Roberts D (2000) In vivo quantification of a homogeneous brain deformation model for updating preoperative images during surgery. IEEE Trans Biomed Eng 47(2):266-273
24. Nabavi A, McL Black P, Gering DT, Westin CF, Mehta V, Pergolizzi RSJ, Ferrant M, Warfield SK, Hata N, Schwartz RB, Wells WMI, Kikinis R, Jolesz FA (2001) Serial intraoperative magnetic resonance imaging of brain shift. Neurosurgery 48(4):787-798
25. Nakajima S, Atsumi H, Kikinis R, Moriarty TM, Metcalf DC, Jolesz FA, Black PM (1997) Use of cortical surface vessel registration for image-guided neurosurgery. Neurosurgery 40(6):1201-1210
26. Nelder JA, Mead R (1965) A simplex method for function minimization. Comput J 7(4):308-313. doi:10.1093/comjnl/7.4.308. http://comjnl.oxfordjournals. org/content/7/4/308.abstract
27. Nimsky OG, Hastreiter P, Fahlbusch R (2001) Intraoperative compensation for brain shift. Surg Neurol 10:357-365
28. Penney GP, Blackall JM, Hamady MS, Sabharwal T, Adam A, Hawkes DJ (2004) Registration of freehand 3d ultrasound and magnetic resonance liver images. Med Image Anal 8(1):81-91
29. PerlinK(2002) Improving noise. In: SIGGRAPH '02: Proceedings of the 29th annual conference on computer graphics and interactive techniques, pp 681-682. ACM, New York. doi:10.1145/566570. 566636
30. Pizurica A, PhilipsW (2006) Estimating the probability of the presence of a signal of interest in multiresolution single-and multiband image denoising. IEEE Trans Image Process 15(3): 654-665. doi:10.1109/TIP.2005.863698
31. Pluim J, Maintz J, Viergever M (2003) Mutual-information-based registration of medical images: a survey. IEEE TransMed Imaging 22(8): 986-1004. doi:10.1109/TMI.2003.815867
32. Reinertsen I, Collins DL (2006) A realistic phantom for brain-shift simulations. Med Phys 33(9):3234-3240
33. Reinertsen I, Descoteaux M, Siddiqi K, Collins D (2007) Validation of vessel-based registration for correction of brain shift. Med Image Anal 11(4): 374-388. doi:10.1016/j.media.2007.04.002
34. Reinertsen I, Lindseth F, Unsgaard G, Collins D (2007) Clinical validation of vessel-based registration for correction of brain-shift. Med Image Anal 11(6):673-684
35. Reinges MHT, Nguyen HH, Krings T, Htter BO, Rohde V, Gilsbach JM (2004) Course of brain shift during microsurgical resection of supratentorial cerebral lesions: limits of conventional neuronavigation. Acta Neurochirurgica 146(4): 369-377. doi:10. 1007/s00701-003-0204-1
36. Roberts D, Miga M, Hartov A, Eisner S, Lemery J, Kennedy F, Paulsen K (1998) Intraoperative brain shift and deformation: a quantitative analysis of cortical displacement in 28 cases. Neurosurgery 43(5):749-760
37. Roche A, Pennec X, Malandain G, AyacheN (2001) Rigid registration of 3-D ultrasound with mr images: a new approach combining intensity and gradient information. IEEE TMI 20(10): 1038-1049. doi:10.1109/42.959301
38. Shamir R, Joskowicz L, Spektor S, Shoshan Y (2009) Localization and registration accuracy in image guided neurosurgery: a clinical study. Int J Comput Assist Radiol Surg 4: 45-52. doi:10.1007/s11548-008-0268-8
39. Shamir RR, Joskowicz L (2011) Geometrical analysis of registration errors in point-based rigid-body registration using invariants. Med Image Anal 15(1):85-95. doi:10.1016/j.media. 2010.07.010. http://www.sciencedirect.com/ science/article/pii/S1361841510001027
40. Sherebrin S, Fenster A, Rankin RN, Spence D (1996) Freehand three-dimensional ultrasound: implementation and applications. In: Proceeding of SPIE 2708, 296
41. Solberg OV, Lindseth F, Torp H, Blake RE, Hernes TAN (2007) Freehand 3d ultrasound reconstruction algorithms-a review. Ultrasound Med Biol 33(7):991-1009. doi:10.1016/j.ultrasmedbio. 2007.02.015
42. Sugahara T, Korogi Y, Hirai T, Shigematu Y, Ushio Y, Takahashi M (1998) Contrast-enhanced t1-weighted three-dimensional gradient-echo mr imaging of the whole spine for intradural tumor dissemination. Am J Neuroradiol 19(9):1773-1779. http://www. ajnr.org/content/19/9/1773.abstract