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Erschienen in: International Journal of Computer Assisted Radiology and Surgery 8/2016

01.08.2016 | Original Article

Corticospinal tract modeling for neurosurgical planning by tracking through regions of peritumoral edema and crossing fibers using two-tensor unscented Kalman filter tractography

verfasst von: Zhenrui Chen, Yanmei Tie, Olutayo Olubiyi, Fan Zhang, Alireza Mehrtash, Laura Rigolo, Pegah Kahali, Isaiah Norton, Ofer Pasternak, Yogesh Rathi, Alexandra J. Golby, Lauren J. O’Donnell

Erschienen in: International Journal of Computer Assisted Radiology and Surgery | Ausgabe 8/2016

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Abstract

Purpose

The aim of this study was to present a tractography algorithm using a two-tensor unscented Kalman filter (UKF) to improve the modeling of the corticospinal tract (CST) by tracking through regions of peritumoral edema and crossing fibers.

Methods

Ten patients with brain tumors in the vicinity of motor cortex and evidence of significant peritumoral edema were retrospectively selected for the study. All patients underwent 3-T magnetic resonance imaging (MRI) including functional MRI (fMRI) and a diffusion-weighted data set with 31 directions. Fiber tracking was performed using both single-tensor streamline and two-tensor UKF tractography methods. A two-region-of-interest approach was used to delineate the CST. Results from the two tractography methods were compared visually and quantitatively. fMRI was applied to identify the functional fiber tracts.

Results

Single-tensor streamline tractography underestimated the extent of tracts running through the edematous areas and could only track the medial projections of the CST. In contrast, two-tensor UKF tractography tracked fanning projections of the CST despite peritumoral edema and crossing fibers. Based on visual inspection, the two-tensor UKF tractography delineated tracts that were closer to motor fMRI activations, and it was apparently more sensitive than single-tensor streamline tractography to define the tracts directed to the motor sites. The volume of the CST was significantly larger on two-tensor UKF than on single-tensor streamline tractography (\(p < 0.001\)).

Conclusion

Two-tensor UKF tractography tracks a larger volume CST than single-tensor streamline tractography in the setting of peritumoral edema and crossing fibers in brain tumor patients.

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Literatur
2.
Zurück zum Zitat Kamada K, Sawamura Y, Takeuchi F, Kawaguchi H, Kuriki S, Todo T, Morita A, Masutani Y, Aoki S, Kirino T (2005) Functional identification of the primary motor area by corticospinal tractography. Neurosurgery 56(1 Suppl):98–109 (discussion 198–109)PubMed Kamada K, Sawamura Y, Takeuchi F, Kawaguchi H, Kuriki S, Todo T, Morita A, Masutani Y, Aoki S, Kirino T (2005) Functional identification of the primary motor area by corticospinal tractography. Neurosurgery 56(1 Suppl):98–109 (discussion 198–109)PubMed
3.
Zurück zum Zitat Castellano A, Bello L, Michelozzi C, Gallucci M, Fava E, Iadanza A, Riva M, Casaceli G, Falini A (2012) Role of diffusion tensor magnetic resonance tractography in predicting the extent of resection in glioma surgery. Neuro-oncology 14(2):192–202. doi:10.1093/neuonc/nor188 CrossRefPubMed Castellano A, Bello L, Michelozzi C, Gallucci M, Fava E, Iadanza A, Riva M, Casaceli G, Falini A (2012) Role of diffusion tensor magnetic resonance tractography in predicting the extent of resection in glioma surgery. Neuro-oncology 14(2):192–202. doi:10.​1093/​neuonc/​nor188 CrossRefPubMed
4.
Zurück zum Zitat Bello L, Gambini A, Castellano A, Carrabba G, Acerbi F, Fava E, Giussani C, Cadioli M, Blasi V, Casarotti A, Papagno C, Gupta AK, Gaini S, Scotti G, Falini A (2008) Motor and language DTI fiber tracking combined with intraoperative subcortical mapping for surgical removal of gliomas. NeuroImage 39(1):369–382. doi:10.1016/j.neuroimage.2007.08.031 CrossRefPubMed Bello L, Gambini A, Castellano A, Carrabba G, Acerbi F, Fava E, Giussani C, Cadioli M, Blasi V, Casarotti A, Papagno C, Gupta AK, Gaini S, Scotti G, Falini A (2008) Motor and language DTI fiber tracking combined with intraoperative subcortical mapping for surgical removal of gliomas. NeuroImage 39(1):369–382. doi:10.​1016/​j.​neuroimage.​2007.​08.​031 CrossRefPubMed
5.
Zurück zum Zitat Shahar T, Rozovski U, Marko NF, Tummala S, Ziu M, Weinberg JS, Rao G, Kumar VA, Sawaya R, Prabhu SS (2014) Preoperative imaging to predict intraoperative changes in tumor-to-corticospinal tract distance: an analysis of 45 cases using high-field intraoperative magnetic resonance imaging. Neurosurgery 75(1):23–30. doi:10.1227/NEU.0000000000000338 CrossRefPubMed Shahar T, Rozovski U, Marko NF, Tummala S, Ziu M, Weinberg JS, Rao G, Kumar VA, Sawaya R, Prabhu SS (2014) Preoperative imaging to predict intraoperative changes in tumor-to-corticospinal tract distance: an analysis of 45 cases using high-field intraoperative magnetic resonance imaging. Neurosurgery 75(1):23–30. doi:10.​1227/​NEU.​0000000000000338​ CrossRefPubMed
6.
Zurück zum Zitat Trope M, Shamir RR, Joskowicz L, Medress Z, Rosenthal G, Mayer A, Levin N, Bick A, Shoshan Y (2014) The role of automatic computer-aided surgical trajectory planning in improving the expected safety of stereotactic neurosurgery. Int J Comput Assist Radiol Surg. doi:10.1007/s11548-014-1126-5 PubMed Trope M, Shamir RR, Joskowicz L, Medress Z, Rosenthal G, Mayer A, Levin N, Bick A, Shoshan Y (2014) The role of automatic computer-aided surgical trajectory planning in improving the expected safety of stereotactic neurosurgery. Int J Comput Assist Radiol Surg. doi:10.​1007/​s11548-014-1126-5 PubMed
7.
Zurück zum Zitat Basser PJ, Pajevic S, Pierpaoli C, Duda J, Aldroubi A (2000) In vivo fiber tractography using DT-MRI data. Magn Reson Med 44(4):625–632CrossRefPubMed Basser PJ, Pajevic S, Pierpaoli C, Duda J, Aldroubi A (2000) In vivo fiber tractography using DT-MRI data. Magn Reson Med 44(4):625–632CrossRefPubMed
9.
11.
Zurück zum Zitat Qazi AA, Radmanesh A, O’Donnell L, Kindlmann G, Peled S, Whalen S, Westin CF, Golby AJ (2009) Resolving crossings in the corticospinal tract by two-tensor streamline tractography: method and clinical assessment using fMRI. NeuroImage 47(Suppl 2):T98–106. doi:10.1016/j.neuroimage.2008.06.034 CrossRefPubMed Qazi AA, Radmanesh A, O’Donnell L, Kindlmann G, Peled S, Whalen S, Westin CF, Golby AJ (2009) Resolving crossings in the corticospinal tract by two-tensor streamline tractography: method and clinical assessment using fMRI. NeuroImage 47(Suppl 2):T98–106. doi:10.​1016/​j.​neuroimage.​2008.​06.​034 CrossRefPubMed
13.
Zurück zum Zitat Kinoshita M, Yamada K, Hashimoto N, Kato A, Izumoto S, Baba T, Maruno M, Nishimura T, Yoshimine T (2005) Fiber-tracking does not accurately estimate size of fiber bundle in pathological condition: initial neurosurgical experience using neuronavigation and subcortical white matter stimulation. NeuroImage 25(2):424–429. doi:10.1016/j.neuroimage.2004.07.076 CrossRefPubMed Kinoshita M, Yamada K, Hashimoto N, Kato A, Izumoto S, Baba T, Maruno M, Nishimura T, Yoshimine T (2005) Fiber-tracking does not accurately estimate size of fiber bundle in pathological condition: initial neurosurgical experience using neuronavigation and subcortical white matter stimulation. NeuroImage 25(2):424–429. doi:10.​1016/​j.​neuroimage.​2004.​07.​076 CrossRefPubMed
14.
Zurück zum Zitat Clark CA, Barrick TR, Murphy MM, Bell BA (2003) White matter fiber tracking in patients with space-occupying lesions of the brain: a new technique for neurosurgical planning? NeuroImage 20(3):1601–1608CrossRefPubMed Clark CA, Barrick TR, Murphy MM, Bell BA (2003) White matter fiber tracking in patients with space-occupying lesions of the brain: a new technique for neurosurgical planning? NeuroImage 20(3):1601–1608CrossRefPubMed
15.
Zurück zum Zitat Tuch DS, Reese TG, Wiegell MR, Wedeen VJ (2003) Diffusion MRI of complex neural architecture. Neuron 40(5):885–895CrossRefPubMed Tuch DS, Reese TG, Wiegell MR, Wedeen VJ (2003) Diffusion MRI of complex neural architecture. Neuron 40(5):885–895CrossRefPubMed
18.
Zurück zum Zitat Tuch DS, Reese TG, Wiegell MR, Makris N, Belliveau JW, Wedeen VJ (2002) High angular resolution diffusion imaging reveals intravoxel white matter fiber heterogeneity. Magn Reson Med 48(4):577–582CrossRefPubMed Tuch DS, Reese TG, Wiegell MR, Makris N, Belliveau JW, Wedeen VJ (2002) High angular resolution diffusion imaging reveals intravoxel white matter fiber heterogeneity. Magn Reson Med 48(4):577–582CrossRefPubMed
19.
Zurück zum Zitat Wedeen VJ, Hagmann P, Tseng WYI, Reese TG, Weisskoff RM (2005) Mapping complex tissue architecture with diffusion spectrum magnetic resonance imaging. Magn Reson Med 54(6):1377–1386CrossRefPubMed Wedeen VJ, Hagmann P, Tseng WYI, Reese TG, Weisskoff RM (2005) Mapping complex tissue architecture with diffusion spectrum magnetic resonance imaging. Magn Reson Med 54(6):1377–1386CrossRefPubMed
20.
Zurück zum Zitat Tournier JD, Calamante F, Gadian DG, Connelly A (2004) Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution. NeuroImage 23(3):1176–1185CrossRefPubMed Tournier JD, Calamante F, Gadian DG, Connelly A (2004) Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution. NeuroImage 23(3):1176–1185CrossRefPubMed
21.
Zurück zum Zitat Özarslan E, Shepherd TM, Vemuri BC, Blackband SJ, Mareci TH (2006) Resolution of complex tissue microarchitecture using the diffusion orientation transform (DOT). NeuroImage 31(3):1086–1103CrossRefPubMed Özarslan E, Shepherd TM, Vemuri BC, Blackband SJ, Mareci TH (2006) Resolution of complex tissue microarchitecture using the diffusion orientation transform (DOT). NeuroImage 31(3):1086–1103CrossRefPubMed
22.
Zurück zum Zitat Behrens TEJ, Berg HJ, Jbabdi S, Rushworth MFS, Woolrich MW (2007) Probabilistic diffusion tractography with multiple fibre orientations: what can we gain? NeuroImage 34(1):144–155CrossRefPubMed Behrens TEJ, Berg HJ, Jbabdi S, Rushworth MFS, Woolrich MW (2007) Probabilistic diffusion tractography with multiple fibre orientations: what can we gain? NeuroImage 34(1):144–155CrossRefPubMed
24.
Zurück zum Zitat Landman BA, Bogovic JA, Wan H, ElShahaby FEZ, Bazin PL, Prince JL (2012) Resolution of crossing fibers with constrained compressed sensing using diffusion tensor MRI. NeuroImage 59(3):2175–2186CrossRefPubMed Landman BA, Bogovic JA, Wan H, ElShahaby FEZ, Bazin PL, Prince JL (2012) Resolution of crossing fibers with constrained compressed sensing using diffusion tensor MRI. NeuroImage 59(3):2175–2186CrossRefPubMed
25.
Zurück zum Zitat Pasternak O, Assaf Y, Intrator N, Sochen N (2008) Variational multiple-tensor fitting of fiber-ambiguous diffusion-weighted magnetic resonance imaging voxels. Magn Reson Imaging 26(8):1133–1144CrossRefPubMed Pasternak O, Assaf Y, Intrator N, Sochen N (2008) Variational multiple-tensor fitting of fiber-ambiguous diffusion-weighted magnetic resonance imaging voxels. Magn Reson Imaging 26(8):1133–1144CrossRefPubMed
26.
Zurück zum Zitat Kuhnt D, Bauer MH, Egger J, Richter M, Kapur T, Sommer J, Merhof D, Nimsky C (2013) Fiber tractography based on diffusion tensor imaging compared with high-angular-resolution diffusion imaging with compressed sensing: initial experience. Neurosurgery 72(0 1):165–175PubMedPubMedCentral Kuhnt D, Bauer MH, Egger J, Richter M, Kapur T, Sommer J, Merhof D, Nimsky C (2013) Fiber tractography based on diffusion tensor imaging compared with high-angular-resolution diffusion imaging with compressed sensing: initial experience. Neurosurgery 72(0 1):165–175PubMedPubMedCentral
27.
Zurück zum Zitat Fernandez-Miranda JC (2013) Editorial: beyond diffusion tensor imaging. J Neurosurg 118(6):1365–1366CrossRef Fernandez-Miranda JC (2013) Editorial: beyond diffusion tensor imaging. J Neurosurg 118(6):1365–1366CrossRef
28.
Zurück zum Zitat Abhinav K, Yeh FC, Mansouri A, Zadeh G, Fernandez-Miranda JC (2015) High-definition fiber tractography for the evaluation of perilesional white matter tracts in high-grade glioma surgery. Neuro-oncology 17(9):1199–1209PubMed Abhinav K, Yeh FC, Mansouri A, Zadeh G, Fernandez-Miranda JC (2015) High-definition fiber tractography for the evaluation of perilesional white matter tracts in high-grade glioma surgery. Neuro-oncology 17(9):1199–1209PubMed
29.
Zurück zum Zitat Zhang H, Wang Y, Lu T, Qiu B, Tang Y, Ou S, Tie X, Sun C, Xu K, Wang Y (2013) Differences between generalized q-sampling imaging and diffusion tensor imaging in the preoperative visualization of the nerve fiber tracts within peritumoral edema in brain. Neurosurgery 73(6):1044–1053. doi:10.1227/NEU.0000000000000146 discussion 1053CrossRefPubMed Zhang H, Wang Y, Lu T, Qiu B, Tang Y, Ou S, Tie X, Sun C, Xu K, Wang Y (2013) Differences between generalized q-sampling imaging and diffusion tensor imaging in the preoperative visualization of the nerve fiber tracts within peritumoral edema in brain. Neurosurgery 73(6):1044–1053. doi:10.​1227/​NEU.​0000000000000146​ discussion 1053CrossRefPubMed
30.
Zurück zum Zitat Baumgartner C, Michailovich O, Levitt J, Pasternak O, Bouix S, Westin C, Rathi Y (2012) A unified tractography framework for comparing diffusion models on clinical scans. In: CDMRI Workshop-MICCAI, Nice Baumgartner C, Michailovich O, Levitt J, Pasternak O, Bouix S, Westin C, Rathi Y (2012) A unified tractography framework for comparing diffusion models on clinical scans. In: CDMRI Workshop-MICCAI, Nice
31.
Zurück zum Zitat Gering DT, Nabavi A, Kikinis R, Hata N, O’Donnell LJ, Grimson WE, Jolesz FA, Black PM, Wells WM 3rd (2001) An integrated visualization system for surgical planning and guidance using image fusion and an open MR. J Magn Reson Imaging 13(6):967–975CrossRefPubMed Gering DT, Nabavi A, Kikinis R, Hata N, O’Donnell LJ, Grimson WE, Jolesz FA, Black PM, Wells WM 3rd (2001) An integrated visualization system for surgical planning and guidance using image fusion and an open MR. J Magn Reson Imaging 13(6):967–975CrossRefPubMed
32.
Zurück zum Zitat Liu Z, Wang Y, Gerig G, Gouttard S, Tao R, Fletcher T, Styner M (2010) Quality control of diffusion weighted images. In: Proceedings—society of photo-optical instrumentation engineers, p 7628. doi:10.1117/12.844748 Liu Z, Wang Y, Gerig G, Gouttard S, Tao R, Fletcher T, Styner M (2010) Quality control of diffusion weighted images. In: Proceedings—society of photo-optical instrumentation engineers, p 7628. doi:10.​1117/​12.​844748
33.
Zurück zum Zitat Pujol S, Wells W, Pierpaoli C, Brun C, Gee J, Cheng G, Vemuri B, Commowick O, Prima S, Stamm A, Goubran M, Khan A, Peters T, Neher P, Maier-Hein KH, Shi Y, Tristan-Vega A, Veni G, Whitaker R, Styner M, Westin CF, Gouttard S, Norton I, Chauvin L, Mamata H, Gerig G, Nabavi A, Golby A, Kikinis R (2015) The DTI challenge: toward standardized evaluation of diffusion tensor imaging tractography for neurosurgery. J Neuroimaging 25(6):875–882CrossRefPubMed Pujol S, Wells W, Pierpaoli C, Brun C, Gee J, Cheng G, Vemuri B, Commowick O, Prima S, Stamm A, Goubran M, Khan A, Peters T, Neher P, Maier-Hein KH, Shi Y, Tristan-Vega A, Veni G, Whitaker R, Styner M, Westin CF, Gouttard S, Norton I, Chauvin L, Mamata H, Gerig G, Nabavi A, Golby A, Kikinis R (2015) The DTI challenge: toward standardized evaluation of diffusion tensor imaging tractography for neurosurgery. J Neuroimaging 25(6):875–882CrossRefPubMed
34.
Zurück zum Zitat Mormina E, Longo M, Arrigo A, Alafaci C, Tomasello F, Calamuneri A, Marino S, Gaeta M, Vinvi SL, Granata F (2015) MRI tractography of corticospinal tract and arcuate fasciculus in high-grade gliomas performed by constrained spherical deconvolution: qualitative and quantitative analysis. Am J Neuroradiol 36(10):1853–1858CrossRefPubMed Mormina E, Longo M, Arrigo A, Alafaci C, Tomasello F, Calamuneri A, Marino S, Gaeta M, Vinvi SL, Granata F (2015) MRI tractography of corticospinal tract and arcuate fasciculus in high-grade gliomas performed by constrained spherical deconvolution: qualitative and quantitative analysis. Am J Neuroradiol 36(10):1853–1858CrossRefPubMed
35.
Zurück zum Zitat Auriat A, Borich M, Snow N, Wadden K, Boyd L (2015) Comparing a diffusion tensor and non-tensor approach to white matter fiber tractography in chronic stroke. NeuroImage Clin 7:771–781CrossRefPubMedPubMedCentral Auriat A, Borich M, Snow N, Wadden K, Boyd L (2015) Comparing a diffusion tensor and non-tensor approach to white matter fiber tractography in chronic stroke. NeuroImage Clin 7:771–781CrossRefPubMedPubMedCentral
36.
Zurück zum Zitat Weiss C, Tursunova I, Neuschmelting V, Lockau H, Nettekoven C, Oros-Peusquens AM, Stoffels G, Rehme AK, Faymonville AM, Shah NJ (2015) Improved nTMS-and DTI-derived CST tractography through anatomical ROI seeding on anterior pontine level compared to internal capsule. NeuroImage Clin 7:424–437CrossRefPubMedPubMedCentral Weiss C, Tursunova I, Neuschmelting V, Lockau H, Nettekoven C, Oros-Peusquens AM, Stoffels G, Rehme AK, Faymonville AM, Shah NJ (2015) Improved nTMS-and DTI-derived CST tractography through anatomical ROI seeding on anterior pontine level compared to internal capsule. NeuroImage Clin 7:424–437CrossRefPubMedPubMedCentral
38.
Zurück zum Zitat Reich DS, Smith SA, Jones CK, Zackowski KM, van Zijl PC, Calabresi PA, Mori S (2006) Quantitative characterization of the corticospinal tract at 3T. Am J Neuroradiol 27(10):2168–2178PubMedPubMedCentral Reich DS, Smith SA, Jones CK, Zackowski KM, van Zijl PC, Calabresi PA, Mori S (2006) Quantitative characterization of the corticospinal tract at 3T. Am J Neuroradiol 27(10):2168–2178PubMedPubMedCentral
39.
Zurück zum Zitat Reich DS, Zackowski KM, Gordon-Lipkin EM, Smith SA, Chodkowski B, Cutter GR, Calabresi PA (2008) Corticospinal tract abnormalities are associated with weakness in multiple sclerosis. Am J Neuroradiol 29(2):333–339CrossRefPubMed Reich DS, Zackowski KM, Gordon-Lipkin EM, Smith SA, Chodkowski B, Cutter GR, Calabresi PA (2008) Corticospinal tract abnormalities are associated with weakness in multiple sclerosis. Am J Neuroradiol 29(2):333–339CrossRefPubMed
40.
Zurück zum Zitat Halwani GF, Loui P, Rüber T, Schlaug G (2011) Effects of practice and experience on the arcuate fasciculus: comparing singers, instrumentalists, and non-musicians. Front Psychol 2:1–9. doi:10.3389/fpsyg.2011.00156 CrossRef Halwani GF, Loui P, Rüber T, Schlaug G (2011) Effects of practice and experience on the arcuate fasciculus: comparing singers, instrumentalists, and non-musicians. Front Psychol 2:1–9. doi:10.​3389/​fpsyg.​2011.​00156 CrossRef
41.
Zurück zum Zitat Lebel C, Beaulieu C (2011) Longitudinal development of human brain wiring continues from childhood into adulthood. J Neurosci 31(30):10937–10947CrossRefPubMed Lebel C, Beaulieu C (2011) Longitudinal development of human brain wiring continues from childhood into adulthood. J Neurosci 31(30):10937–10947CrossRefPubMed
42.
Zurück zum Zitat Propper RE, O’Donnell LJ, Whalen S, Tie Y, Norton IH, Suarez RO, Zollei L, Radmanesh A, Golby AJ (2010) A combined fMRI and DTI examination of functional language lateralization and arcuate fasciculus structure: effects of degree versus direction of hand preference. Brain Cogn 73(2):85–92. doi:10.1016/j.bandc.2010.03.004 CrossRefPubMedPubMedCentral Propper RE, O’Donnell LJ, Whalen S, Tie Y, Norton IH, Suarez RO, Zollei L, Radmanesh A, Golby AJ (2010) A combined fMRI and DTI examination of functional language lateralization and arcuate fasciculus structure: effects of degree versus direction of hand preference. Brain Cogn 73(2):85–92. doi:10.​1016/​j.​bandc.​2010.​03.​004 CrossRefPubMedPubMedCentral
46.
Zurück zum Zitat Chen Z, Tie Y, Olubiyi O, Rigolo L, Mehrtash A, Norton I, Pasternak O, Rathi Y, Golby AJ, O’Donnell LJ (2015) Reconstruction of the arcuate fasciculus for surgical planning in the setting of peritumoral edema using two-tensor unscented Kalman filter tractography. NeuroImage Clin 7:815–822CrossRefPubMedPubMedCentral Chen Z, Tie Y, Olubiyi O, Rigolo L, Mehrtash A, Norton I, Pasternak O, Rathi Y, Golby AJ, O’Donnell LJ (2015) Reconstruction of the arcuate fasciculus for surgical planning in the setting of peritumoral edema using two-tensor unscented Kalman filter tractography. NeuroImage Clin 7:815–822CrossRefPubMedPubMedCentral
47.
Zurück zum Zitat Mandelli ML, Berger MS, Bucci M, Berman JI, Amirbekian B, Henry RG (2014) Quantifying accuracy and precision of diffusion MR tractography of the corticospinal tract in brain tumors. J Neurosurg 121(2):349–358. doi:10.3171/2014.4.JNS131160 CrossRefPubMed Mandelli ML, Berger MS, Bucci M, Berman JI, Amirbekian B, Henry RG (2014) Quantifying accuracy and precision of diffusion MR tractography of the corticospinal tract in brain tumors. J Neurosurg 121(2):349–358. doi:10.​3171/​2014.​4.​JNS131160 CrossRefPubMed
48.
Zurück zum Zitat McDonald CR, White NS, Farid N, Lai G, Kuperman JM, Bartsch H, Hagler DJ, Kesari S, Carter BS, Chen CC, Dale AM (2013) Recovery of white matter tracts in regions of peritumoral FLAIR hyperintensity with use of restriction spectrum imaging. Am J Neuroradiol 34(6):1157–1163. doi:10.3174/ajnr.A3372 CrossRefPubMed McDonald CR, White NS, Farid N, Lai G, Kuperman JM, Bartsch H, Hagler DJ, Kesari S, Carter BS, Chen CC, Dale AM (2013) Recovery of white matter tracts in regions of peritumoral FLAIR hyperintensity with use of restriction spectrum imaging. Am J Neuroradiol 34(6):1157–1163. doi:10.​3174/​ajnr.​A3372 CrossRefPubMed
49.
Zurück zum Zitat Radmanesh A, Zamani AA, Whalen S, Tie Y, Suarez RO, Golby AJ (2015) Comparison of seeding methods for visualization of the corticospinal tracts using single tensor tractography. Clin Neurol Neurosurg 129:44–49CrossRefPubMed Radmanesh A, Zamani AA, Whalen S, Tie Y, Suarez RO, Golby AJ (2015) Comparison of seeding methods for visualization of the corticospinal tracts using single tensor tractography. Clin Neurol Neurosurg 129:44–49CrossRefPubMed
50.
Zurück zum Zitat Mendoza J, Foundas A (2007) Clinical neuroanatomy: a neurobehavioral approach. Springer, Heidelberg Mendoza J, Foundas A (2007) Clinical neuroanatomy: a neurobehavioral approach. Springer, Heidelberg
51.
52.
Zurück zum Zitat Snell RS (2010) Clinical neuroanatomy. Lippincott Williams & Wilkins, Philadelphia Snell RS (2010) Clinical neuroanatomy. Lippincott Williams & Wilkins, Philadelphia
53.
Zurück zum Zitat Conti A, Raffa G, Granata F, Rizzo V, Germano A, Tomasello F (2014) Navigated transcranial magnetic stimulation for “somatotopic” tractography of the corticospinal tract. Neurosurgery 10 Suppl 4:542–554. doi:10.1227/NEU.0000000000000502 discussion 554CrossRefPubMed Conti A, Raffa G, Granata F, Rizzo V, Germano A, Tomasello F (2014) Navigated transcranial magnetic stimulation for “somatotopic” tractography of the corticospinal tract. Neurosurgery 10 Suppl 4:542–554. doi:10.​1227/​NEU.​0000000000000502​ discussion 554CrossRefPubMed
54.
Zurück zum Zitat Berman JI, Berger MS, Mukherjee P, Henry RG (2004) Diffusion-tensor imaging-guided tracking of fibers of the pyramidal tract combined with intraoperative cortical stimulation mapping in patients with gliomas. J Neurosurg 101(1):66–72. doi:10.3171/jns.2004.101.1.0066 CrossRefPubMed Berman JI, Berger MS, Mukherjee P, Henry RG (2004) Diffusion-tensor imaging-guided tracking of fibers of the pyramidal tract combined with intraoperative cortical stimulation mapping in patients with gliomas. J Neurosurg 101(1):66–72. doi:10.​3171/​jns.​2004.​101.​1.​0066 CrossRefPubMed
55.
Zurück zum Zitat Lu S, Ahn D, Johnson G, Cha S (2003) Peritumoral diffusion tensor imaging of high-grade gliomas and metastatic brain tumors. Am J Neuroradiol 24(5):937–941PubMed Lu S, Ahn D, Johnson G, Cha S (2003) Peritumoral diffusion tensor imaging of high-grade gliomas and metastatic brain tumors. Am J Neuroradiol 24(5):937–941PubMed
56.
Zurück zum Zitat Akai H, Mori H, Aoki S, Masutani Y, Kawahara N, Shibahara J, Ohtomo K (2005) Diffusion tensor tractography of gliomatosis cerebri: fiber tracking through the tumor. J Comput Assist Tomogr 29(1):127–129CrossRefPubMed Akai H, Mori H, Aoki S, Masutani Y, Kawahara N, Shibahara J, Ohtomo K (2005) Diffusion tensor tractography of gliomatosis cerebri: fiber tracking through the tumor. J Comput Assist Tomogr 29(1):127–129CrossRefPubMed
57.
Zurück zum Zitat Heiervang E, Behrens TEJ, Mackay CE, Robson MD, Johansen-Berg H (2006) Between session reproducibility and between subject variability of diffusion MR and tractography measures. NeuroImage 33(3):867–877CrossRefPubMed Heiervang E, Behrens TEJ, Mackay CE, Robson MD, Johansen-Berg H (2006) Between session reproducibility and between subject variability of diffusion MR and tractography measures. NeuroImage 33(3):867–877CrossRefPubMed
59.
Zurück zum Zitat O’Donnell LJ, Pasternak O (2015) Does diffusion MRI tell us anything about the white matter? an overview of methods and pitfalls. Schizophrenia Res 161(1):133–141CrossRef O’Donnell LJ, Pasternak O (2015) Does diffusion MRI tell us anything about the white matter? an overview of methods and pitfalls. Schizophrenia Res 161(1):133–141CrossRef
61.
Zurück zum Zitat Jones DK, Knösche TR, Turner R (2013) White matter integrity, fiber count, and other fallacies: the do’s and don’ts of diffusion MRI. NeuroImage 73:239–254CrossRefPubMed Jones DK, Knösche TR, Turner R (2013) White matter integrity, fiber count, and other fallacies: the do’s and don’ts of diffusion MRI. NeuroImage 73:239–254CrossRefPubMed
62.
Zurück zum Zitat Nimsky C, Bauer M, Carl B et al (2016) Merits and limits of tractography techniques for the uninitiated advances and technical standards in neurosurgery. Springer, Heidelberg Nimsky C, Bauer M, Carl B et al (2016) Merits and limits of tractography techniques for the uninitiated advances and technical standards in neurosurgery. Springer, Heidelberg
Metadaten
Titel
Corticospinal tract modeling for neurosurgical planning by tracking through regions of peritumoral edema and crossing fibers using two-tensor unscented Kalman filter tractography
verfasst von
Zhenrui Chen
Yanmei Tie
Olutayo Olubiyi
Fan Zhang
Alireza Mehrtash
Laura Rigolo
Pegah Kahali
Isaiah Norton
Ofer Pasternak
Yogesh Rathi
Alexandra J. Golby
Lauren J. O’Donnell
Publikationsdatum
01.08.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
International Journal of Computer Assisted Radiology and Surgery / Ausgabe 8/2016
Print ISSN: 1861-6410
Elektronische ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-015-1344-5

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