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Erschienen in: International Journal of Computer Assisted Radiology and Surgery 10/2017

08.04.2017 | Original Article

3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation

verfasst von: Marco Riva, Christoph Hennersperger, Fausto Milletari, Amin Katouzian, Federico Pessina, Benjamin Gutierrez-Becker, Antonella Castellano, Nassir Navab, Lorenzo Bello

Erschienen in: International Journal of Computer Assisted Radiology and Surgery | Ausgabe 10/2017

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Abstract

Background

Brainshift is still a major issue in neuronavigation. Incorporating intra-operative ultrasound (iUS) with advanced registration algorithms within the surgical workflow is regarded as a promising approach for a better understanding and management of brainshift. This work is intended to (1) provide three-dimensional (3D) ultrasound reconstructions specifically for brain imaging in order to detect brainshift observed intra-operatively, (2) evaluate a novel iterative intra-operative ultrasound-based deformation correction framework, and (3) validate the performance of the proposed image-registration-based deformation estimation in a clinical environment.

Methods

Eight patients with brain tumors undergoing surgical resection are enrolled in this study. For each patient, a 3D freehand iUS system is employed in combination with an intra-operative navigation (iNav) system, and intra-operative ultrasound data are acquired at three timepoints during surgery. On this foundation, we present a novel resolution-preserving 3D ultrasound reconstruction, as well as a framework to detect brainshift through iterative registration of iUS images. To validate the system, the target registration error (TRE) is evaluated for each patient, and both rigid and elastic registration algorithms are analyzed.

Results

The mean TRE based on 3D-iUS improves significantly using the proposed brainshift compensation compared to neuronavigation (iNav) before (2.7 vs. 5.9 mm; \(p=0.001\)) and after dural opening (4.2 vs. 6.2 mm, \(p=0.049\)), but not after resection (6.7 vs. 7.5 mm; \(p=0.426\)). iUS depicts a significant (\(p=0.001\)) dynamic spatial brainshift throughout the three timepoints. Accuracy of registration can be improved through rigid and elastic registrations by 29.2 and 33.3%, respectively, after dural opening, and by 5.2 and 0.4%, after resection.

Conclusion

3D-iUS systems can improve the detection of brainshift and significantly increase the accuracy of the navigation in a real scenario. 3D-iUS can thus be regarded as a robust, reliable, and feasible technology to enhance neuronavigation.
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Literatur
1.
Zurück zum Zitat Bal J, Camp S, Nandi D (2016) The use of ultrasound in intracranial tumor surgery. Acta Neurochir 158(6):1179–1185CrossRefPubMed Bal J, Camp S, Nandi D (2016) The use of ultrasound in intracranial tumor surgery. Acta Neurochir 158(6):1179–1185CrossRefPubMed
3.
Zurück zum Zitat Bucholz RD, Yeh DD, Trobaugh J, McDurmont LL, Sturm CD, Baumann C, Henderson JM, Levy A, Kessman P (1997) The correction of stereotactic inaccuracy caused by brain shift using an intraoperative ultrasound device. In: CVRMed-MRCAS’97. Springer, pp 459–466 Bucholz RD, Yeh DD, Trobaugh J, McDurmont LL, Sturm CD, Baumann C, Henderson JM, Levy A, Kessman P (1997) The correction of stereotactic inaccuracy caused by brain shift using an intraoperative ultrasound device. In: CVRMed-MRCAS’97. Springer, pp 459–466
4.
Zurück zum Zitat Chen SJS, Reinertsen I, Coupé P, Yan CX, Mercier L, Del Maestro DR, Collins DL (2012) Validation of a hybrid Doppler ultrasound vessel-based registration algorithm for neurosurgery. Int J Comput Assist Radiol Surg 7(5):667–685CrossRefPubMedPubMedCentral Chen SJS, Reinertsen I, Coupé P, Yan CX, Mercier L, Del Maestro DR, Collins DL (2012) Validation of a hybrid Doppler ultrasound vessel-based registration algorithm for neurosurgery. Int J Comput Assist Radiol Surg 7(5):667–685CrossRefPubMedPubMedCentral
5.
Zurück zum Zitat Claus EB, Horlacher A, Hsu L, Schwartz RB, Dello-Iacono D, Talos F, Jolesz FA, Black PM (2005) Survival rates in patients with low-grade glioma after intraoperative magnetic resonance image guidance. Cancer 103(6):1227–1233CrossRefPubMed Claus EB, Horlacher A, Hsu L, Schwartz RB, Dello-Iacono D, Talos F, Jolesz FA, Black PM (2005) Survival rates in patients with low-grade glioma after intraoperative magnetic resonance image guidance. Cancer 103(6):1227–1233CrossRefPubMed
6.
Zurück zum Zitat Coburger J, König RW, Scheuerle A, Engelke J, Hlavac M, Thal DR, Wirtz CR (2014) Navigated high frequency ultrasound: description of technique and clinical comparison with conventional intracranial ultrasound. World Neurosurg 82(3):366–375CrossRefPubMed Coburger J, König RW, Scheuerle A, Engelke J, Hlavac M, Thal DR, Wirtz CR (2014) Navigated high frequency ultrasound: description of technique and clinical comparison with conventional intracranial ultrasound. World Neurosurg 82(3):366–375CrossRefPubMed
7.
Zurück zum Zitat Coenen VA, Krings T, Weidemann J, Hans FJ, Reinacher P, Gilsbach JM, Rohde V (2005) Sequential visualization of brain and fiber tract deformation during intracranial surgery with three-dimensional ultrasound: an approach to evaluate the effect of brain shift. Oper Neurosurg 56(1):133–141CrossRef Coenen VA, Krings T, Weidemann J, Hans FJ, Reinacher P, Gilsbach JM, Rohde V (2005) Sequential visualization of brain and fiber tract deformation during intracranial surgery with three-dimensional ultrasound: an approach to evaluate the effect of brain shift. Oper Neurosurg 56(1):133–141CrossRef
8.
Zurück zum Zitat Comeau RM, Sadikot AF, Fenster A, Peters TM (2000) Intraoperative ultrasound for guidance and tissue shift correction in image-guided neurosurgery. Med Phys 27(4):787–800CrossRefPubMed Comeau RM, Sadikot AF, Fenster A, Peters TM (2000) Intraoperative ultrasound for guidance and tissue shift correction in image-guided neurosurgery. Med Phys 27(4):787–800CrossRefPubMed
9.
Zurück zum Zitat De Lorenzo D, De Momi E, Conti L, Votta E, Riva M, Fava E, Bello L, Ferrigno G (2013) Intraoperative forces and moments analysis on patient head clamp during awake brain surgery. Med Biol Eng Comput 51(3):331–341CrossRefPubMed De Lorenzo D, De Momi E, Conti L, Votta E, Riva M, Fava E, Bello L, Ferrigno G (2013) Intraoperative forces and moments analysis on patient head clamp during awake brain surgery. Med Biol Eng Comput 51(3):331–341CrossRefPubMed
10.
Zurück zum Zitat De Momi E, Ferrigno G, Bosoni G, Bassanini P, Blasi P, Casaceli G, Fuschillo D, Castana L, Cossu M, Russo GL, Cardinale F (2016) A method for the assessment of time-varying brain shift during navigated epilepsy surgery. Int J Comput Assist Radiol Surg 11(3):473–481CrossRefPubMed De Momi E, Ferrigno G, Bosoni G, Bassanini P, Blasi P, Casaceli G, Fuschillo D, Castana L, Cossu M, Russo GL, Cardinale F (2016) A method for the assessment of time-varying brain shift during navigated epilepsy surgery. Int J Comput Assist Radiol Surg 11(3):473–481CrossRefPubMed
11.
Zurück zum Zitat Fan X, Roberts DW, Ji S, Hartov A, Paulsen KD (2015) Intraoperative fiducial-less patient registration using volumetric 3D ultrasound: a prospective series of 32 neurosurgical cases. J Neurosurg 123(3):721CrossRefPubMedPubMedCentral Fan X, Roberts DW, Ji S, Hartov A, Paulsen KD (2015) Intraoperative fiducial-less patient registration using volumetric 3D ultrasound: a prospective series of 32 neurosurgical cases. J Neurosurg 123(3):721CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Fuerst B, Wein W, Müller M, Navab N (2014) Automatic ultrasound-MRI registration for neurosurgery using the 2D and 3D LC 2 metric. Med Image Anal 18(8):1312–1319CrossRefPubMed Fuerst B, Wein W, Müller M, Navab N (2014) Automatic ultrasound-MRI registration for neurosurgery using the 2D and 3D LC 2 metric. Med Image Anal 18(8):1312–1319CrossRefPubMed
13.
Zurück zum Zitat Gerard IJ, Kersten-Oertel M, Petrecca K, Sirhan D, Hall JA, Collins DL (2017) Brain shift in neuronavigation of brain tumors: a review. Med Image Anal 35:403–420CrossRefPubMed Gerard IJ, Kersten-Oertel M, Petrecca K, Sirhan D, Hall JA, Collins DL (2017) Brain shift in neuronavigation of brain tumors: a review. Med Image Anal 35:403–420CrossRefPubMed
14.
Zurück zum Zitat Grady L (2006) Random walks for image segmentation. IEEE Trans Pattern Anal Mach Intell 28(11):1768–1783CrossRefPubMed Grady L (2006) Random walks for image segmentation. IEEE Trans Pattern Anal Mach Intell 28(11):1768–1783CrossRefPubMed
15.
Zurück zum Zitat Hartkens T, Hill DL, Castellano-Smith AD, Hawkes DJ, Maurer C, Martin AJ, Hall WA, Liu H, Truwit CL (2003) Measurement and analysis of brain deformation during neurosurgery. IEEE Trans Med Imaging 22(1):82–92CrossRefPubMed Hartkens T, Hill DL, Castellano-Smith AD, Hawkes DJ, Maurer C, Martin AJ, Hall WA, Liu H, Truwit CL (2003) Measurement and analysis of brain deformation during neurosurgery. IEEE Trans Med Imaging 22(1):82–92CrossRefPubMed
16.
Zurück zum Zitat 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):447–464CrossRefPubMed 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):447–464CrossRefPubMed
17.
Zurück zum Zitat Hennersperger C, Baust M, Mateus D, Navab N (2015) Computational sonography. In: International conference on medical image computing and computer-assisted intervention. Springer, pp 459–466 Hennersperger C, Baust M, Mateus D, Navab N (2015) Computational sonography. In: International conference on medical image computing and computer-assisted intervention. Springer, pp 459–466
18.
Zurück zum Zitat Hennersperger C, Karamalis A, Navab N (2014) Vascular 3D+ T freehand ultrasound using correlation of Doppler and pulse-oximetry data. In: International conference on information processing in computer-assisted interventions. Springer, pp 68–77 Hennersperger C, Karamalis A, Navab N (2014) Vascular 3D+ T freehand ultrasound using correlation of Doppler and pulse-oximetry data. In: International conference on information processing in computer-assisted interventions. Springer, pp 68–77
19.
Zurück zum Zitat Hill DL, Maurer CR Jr, Maciunas RJ, Barwise JA, Fitzpatrick MJ, Wang MY (1998) Measurement of intraoperative brain surface deformation under a craniotomy. Neurosurgery 43(3):514–526CrossRefPubMed Hill DL, Maurer CR Jr, Maciunas RJ, Barwise JA, Fitzpatrick MJ, Wang MY (1998) Measurement of intraoperative brain surface deformation under a craniotomy. Neurosurgery 43(3):514–526CrossRefPubMed
20.
Zurück zum Zitat Hu J, Jin X, Lee JB, Zhang L, Chaudhary V, Guthikonda M, Yang KH, King AI (2007) Intraoperative brain shift prediction using a 3D inhomogeneous patient-specific finite element model. J Neurosurg 106(1):164–169CrossRefPubMed Hu J, Jin X, Lee JB, Zhang L, Chaudhary V, Guthikonda M, Yang KH, King AI (2007) Intraoperative brain shift prediction using a 3D inhomogeneous patient-specific finite element model. J Neurosurg 106(1):164–169CrossRefPubMed
21.
Zurück zum Zitat Joldes GR, Wittek A, Miller K (2009) Computation of intra-operative brain shift using dynamic relaxation. Comput Methods Appl Mech Eng 198(41):3313–3320CrossRefPubMedPubMedCentral Joldes GR, Wittek A, Miller K (2009) Computation of intra-operative brain shift using dynamic relaxation. Comput Methods Appl Mech Eng 198(41):3313–3320CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat Karamalis A, Wein W, Klein T, Navab N (2012) Ultrasound confidence maps using random walks. Med Image Anal 16(6):1101–1112CrossRefPubMed Karamalis A, Wein W, Klein T, Navab N (2012) Ultrasound confidence maps using random walks. Med Image Anal 16(6):1101–1112CrossRefPubMed
23.
Zurück zum Zitat Keles GE, Lamborn KR, Berger MS (2003) Coregistration accuracy and detection of brain shift using intraoperative sononavigation during resection of hemispheric tumors. Neurosurgery 53(3):556–564CrossRefPubMed Keles GE, Lamborn KR, Berger MS (2003) Coregistration accuracy and detection of brain shift using intraoperative sononavigation during resection of hemispheric tumors. Neurosurgery 53(3):556–564CrossRefPubMed
24.
Zurück zum Zitat Lasso A, Heffter T, Rankin A, Pinter C, Ungi T, Fichtinger G (2014) Plus: open-source toolkit for ultrasound-guided intervention systems. IEEE Trans Biomed Eng 61(10):2527–2537CrossRefPubMedPubMedCentral Lasso A, Heffter T, Rankin A, Pinter C, Ungi T, Fichtinger G (2014) Plus: open-source toolkit for ultrasound-guided intervention systems. IEEE Trans Biomed Eng 61(10):2527–2537CrossRefPubMedPubMedCentral
25.
Zurück zum Zitat Letteboer MMJ, Willems PW, Viergever MA, Niessen WJ (2005) Brain shift estimation in image-guided neurosurgery using 3-D ultrasound. IEEE Trans Biomed Eng 52(2):268–276CrossRefPubMed Letteboer MMJ, Willems PW, Viergever MA, Niessen WJ (2005) Brain shift estimation in image-guided neurosurgery using 3-D ultrasound. IEEE Trans Biomed Eng 52(2):268–276CrossRefPubMed
26.
Zurück zum Zitat Lindner D, Trantakis C, Renner C, Arnold S, Schmitgen A, Schneider J, Meixensberger J (2006) Application of intraoperative 3D ultrasound during navigated tumor resection. min-Minim Invasive Neurosurg 49(04):197–202CrossRef Lindner D, Trantakis C, Renner C, Arnold S, Schmitgen A, Schneider J, Meixensberger J (2006) Application of intraoperative 3D ultrasound during navigated tumor resection. min-Minim Invasive Neurosurg 49(04):197–202CrossRef
27.
Zurück zum Zitat Mahboob S, McPhillips R, Qiu Z, Jiang Y, Meggs C, Schiavone G, Button T, Desmulliez M, Demore C, Cochran S, Eljamel S (2016) Intraoperative ultrasound-guided resection of gliomas: a meta-analysis and review of the literature. World Neurosurg 92:255–263 Mahboob S, McPhillips R, Qiu Z, Jiang Y, Meggs C, Schiavone G, Button T, Desmulliez M, Demore C, Cochran S, Eljamel S (2016) Intraoperative ultrasound-guided resection of gliomas: a meta-analysis and review of the literature. World Neurosurg 92:255–263
28.
Zurück zum Zitat Mohammadi A, Ahmadian A, Azar AD, Sheykh AD, Amiri F, Alirezaie J (2015) Estimation of intraoperative brain shift by combination of stereovision and Doppler ultrasound: phantom and animal model study. Int J Comput Assist Radiol Surg 10(11):1753–1764CrossRefPubMed Mohammadi A, Ahmadian A, Azar AD, Sheykh AD, Amiri F, Alirezaie J (2015) Estimation of intraoperative brain shift by combination of stereovision and Doppler ultrasound: phantom and animal model study. Int J Comput Assist Radiol Surg 10(11):1753–1764CrossRefPubMed
29.
Zurück zum Zitat Moiyadi AV, Shetty PM, Mahajan A, Udare A, Sridhar E (2013) Usefulness of three-dimensional navigable intraoperative ultrasound in resection of brain tumors with a special emphasis on malignant gliomas. Acta Neurochir 155(12):2217–2225CrossRefPubMed Moiyadi AV, Shetty PM, Mahajan A, Udare A, Sridhar E (2013) Usefulness of three-dimensional navigable intraoperative ultrasound in resection of brain tumors with a special emphasis on malignant gliomas. Acta Neurochir 155(12):2217–2225CrossRefPubMed
30.
Zurück zum Zitat Nimsky C, Ganslandt O, Cerny S, Hastreiter P, Greiner G, Fahlbusch R (2000) Quantification of, visualization of, and compensation for brain shift using intraoperative magnetic resonance imaging. Neurosurgery 47(5):1070–1080CrossRefPubMed Nimsky C, Ganslandt O, Cerny S, Hastreiter P, Greiner G, Fahlbusch R (2000) Quantification of, visualization of, and compensation for brain shift using intraoperative magnetic resonance imaging. Neurosurgery 47(5):1070–1080CrossRefPubMed
31.
Zurück zum Zitat Prada F, Del Bene M, Mattei L, Lodigiani L, DeBeni S, Kolev V, Vetrano I, Solbiati L, Sakas G, DiMeco F (2015) Preoperative magnetic resonance and intraoperative ultrasound fusion imaging for real-time neuronavigation in brain tumor surgery. Eur J Ultrasound 36(02):174–186 Prada F, Del Bene M, Mattei L, Lodigiani L, DeBeni S, Kolev V, Vetrano I, Solbiati L, Sakas G, DiMeco F (2015) Preoperative magnetic resonance and intraoperative ultrasound fusion imaging for real-time neuronavigation in brain tumor surgery. Eur J Ultrasound 36(02):174–186
32.
Zurück zum Zitat Prada F, Perin A, Martegani A, Aiani L, Solbiati L, Lamperti M, Casali C, Legnani F, Mattei L, Saladino A, Saini M, DiMeco F (2014) Intraoperative contrast-enhanced ultrasound for brain tumor surgery. Neurosurgery 74(5):542–552CrossRefPubMed Prada F, Perin A, Martegani A, Aiani L, Solbiati L, Lamperti M, Casali C, Legnani F, Mattei L, Saladino A, Saini M, DiMeco F (2014) Intraoperative contrast-enhanced ultrasound for brain tumor surgery. Neurosurgery 74(5):542–552CrossRefPubMed
33.
Zurück zum Zitat Rasmussen IA Jr, Lindseth F, Rygh O, Berntsen E, Selbekk T, Xu J, Hernes TN, Harg E, Håberg A, Unsgaard G (2007) Functional neuronavigation combined with intra-operative 3D ultrasound: initial experiences during surgical resections close to eloquent brain areas and future directions in automatic brain shift compensation of preoperative data. Acta Neurochir 149(4):365–378CrossRefPubMed Rasmussen IA Jr, Lindseth F, Rygh O, Berntsen E, Selbekk T, Xu J, Hernes TN, Harg E, Håberg A, Unsgaard G (2007) Functional neuronavigation combined with intra-operative 3D ultrasound: initial experiences during surgical resections close to eloquent brain areas and future directions in automatic brain shift compensation of preoperative data. Acta Neurochir 149(4):365–378CrossRefPubMed
34.
Zurück zum Zitat Reinges M, Nguyen HH, Krings T, Hütter BO, Rohde V, Gilsbach J (2004) Course of brain shift during microsurgical resection of supratentorial cerebral lesions: limits of conventional neuronavigation. Acta Neurochir 146(4):369–377CrossRefPubMed Reinges M, Nguyen HH, Krings T, Hütter BO, Rohde V, Gilsbach J (2004) Course of brain shift during microsurgical resection of supratentorial cerebral lesions: limits of conventional neuronavigation. Acta Neurochir 146(4):369–377CrossRefPubMed
35.
Zurück zum Zitat Riva M, Casaceli G, Castellano A, Fava E, Falini A, Bello L (2011) Beautiful eyes guiding powerful hands: the role of intraoperative imaging techniques in the surgical management of gliomas. Eur Neurol Rev 6:208–212CrossRef Riva M, Casaceli G, Castellano A, Fava E, Falini A, Bello L (2011) Beautiful eyes guiding powerful hands: the role of intraoperative imaging techniques in the surgical management of gliomas. Eur Neurol Rev 6:208–212CrossRef
36.
Zurück zum Zitat Riva M, Fava E, Gallucci M, Comi A, Casarotti A, Alfiero T, Raneri FA, Pessina F, Bello L (2016) Monopolar high-frequency language mapping: can it help in the surgical management of gliomas? A comparative clinical study. J Neurosurg 124(5):1479–1489CrossRefPubMed Riva M, Fava E, Gallucci M, Comi A, Casarotti A, Alfiero T, Raneri FA, Pessina F, Bello L (2016) Monopolar high-frequency language mapping: can it help in the surgical management of gliomas? A comparative clinical study. J Neurosurg 124(5):1479–1489CrossRefPubMed
37.
Zurück zum Zitat Roberts DW, Hartov A, Kennedy FE, Miga MI, Paulsen KD (1998) Intraoperative brain shift and deformation: a quantitative analysis of cortical displacement in 28 cases. Neurosurgery 43(4):749–758CrossRefPubMed Roberts DW, Hartov A, Kennedy FE, Miga MI, Paulsen KD (1998) Intraoperative brain shift and deformation: a quantitative analysis of cortical displacement in 28 cases. Neurosurgery 43(4):749–758CrossRefPubMed
38.
Zurück zum Zitat Rueckert D, Sonoda LI, Hayes C, Hill DL, Leach MO, Hawkes DJ (1999) Nonrigid registration using free-form deformations: application to breast MR images. IEEE Trans Med Imaging 18(8):712–721CrossRefPubMed Rueckert D, Sonoda LI, Hayes C, Hill DL, Leach MO, Hawkes DJ (1999) Nonrigid registration using free-form deformations: application to breast MR images. IEEE Trans Med Imaging 18(8):712–721CrossRefPubMed
39.
Zurück zum Zitat Rygh OM, Selbekk T, Torp SH, Lydersen S, Hernes TAN, Unsgaard G (2008) Comparison of navigated 3D ultrasound findings with histopathology in subsequent phases of glioblastoma resection. Acta Neurochir 150(10):1033–1042CrossRefPubMed Rygh OM, Selbekk T, Torp SH, Lydersen S, Hernes TAN, Unsgaard G (2008) Comparison of navigated 3D ultrasound findings with histopathology in subsequent phases of glioblastoma resection. Acta Neurochir 150(10):1033–1042CrossRefPubMed
40.
Zurück zum Zitat Selbekk T, Jakola AS, Solheim O, Johansen TF, Lindseth F, Reinertsen I, Unsgård G (2013) Ultrasound imaging in neurosurgery: approaches to minimize surgically induced image artefacts for improved resection control. Acta Neurochir 155(6):973–980CrossRefPubMedPubMedCentral Selbekk T, Jakola AS, Solheim O, Johansen TF, Lindseth F, Reinertsen I, Unsgård G (2013) Ultrasound imaging in neurosurgery: approaches to minimize surgically induced image artefacts for improved resection control. Acta Neurochir 155(6):973–980CrossRefPubMedPubMedCentral
41.
Zurück zum Zitat Shiro O, Kumon Y, Nagato S, Kohno S, Harada H, Nakagawa K, Kikuchi K, Hitoshi M, Ohnishi T (2010) Evaluation of intraoperative brain shift using an ultrasound-linked navigation system for brain tumor surgery. Neurol Med Chir 50(4):291–300CrossRef Shiro O, Kumon Y, Nagato S, Kohno S, Harada H, Nakagawa K, Kikuchi K, Hitoshi M, Ohnishi T (2010) Evaluation of intraoperative brain shift using an ultrasound-linked navigation system for brain tumor surgery. Neurol Med Chir 50(4):291–300CrossRef
42.
Zurück zum Zitat Sinha TK, Dawant BM, Duay V, Cash DM, Weil RJ, Thompson RC, Weaver KD, Miga MI (2005) A method to track cortical surface deformations using a laser range scanner. IEEE Trans Med Imaging 24(6):767–781CrossRefPubMed Sinha TK, Dawant BM, Duay V, Cash DM, Weil RJ, Thompson RC, Weaver KD, Miga MI (2005) A method to track cortical surface deformations using a laser range scanner. IEEE Trans Med Imaging 24(6):767–781CrossRefPubMed
43.
Zurück zum Zitat Stieglitz LH, Fichtner J, Andres R, Schucht P, Krähenbühl AK, Raabe A, Beck J (2013) The silent loss of neuronavigation accuracy: a systematic retrospective analysis of factors influencing the mismatch of frameless stereotactic systems in cranial neurosurgery. Neurosurgery 72(5):796–807CrossRefPubMed Stieglitz LH, Fichtner J, Andres R, Schucht P, Krähenbühl AK, Raabe A, Beck J (2013) The silent loss of neuronavigation accuracy: a systematic retrospective analysis of factors influencing the mismatch of frameless stereotactic systems in cranial neurosurgery. Neurosurgery 72(5):796–807CrossRefPubMed
44.
Zurück zum Zitat Tokuda J, Fischer GS, Papademetris X, Yaniv Z, Ibanez L, Cheng P, Liu H, Blevins J, Arata J, Golby AJ, Kapur T, Pieper S, Burdette EC, Fichtinger G, Tempany CM, Hata N (2009) Openigtlink: an open network protocol for image-guided therapy environment. Int J Med Robot Comput Assist Surg 5(4):423–434CrossRef Tokuda J, Fischer GS, Papademetris X, Yaniv Z, Ibanez L, Cheng P, Liu H, Blevins J, Arata J, Golby AJ, Kapur T, Pieper S, Burdette EC, Fichtinger G, Tempany CM, Hata N (2009) Openigtlink: an open network protocol for image-guided therapy environment. Int J Med Robot Comput Assist Surg 5(4):423–434CrossRef
45.
Zurück zum Zitat Unsgaard G, Rygh O, Selbekk T, Müller T, Kolstad F, Lindseth F, Hernes TN (2006) Intra-operative 3D ultrasound in neurosurgery. Acta Neurochir 148(3):235–253CrossRefPubMed Unsgaard G, Rygh O, Selbekk T, Müller T, Kolstad F, Lindseth F, Hernes TN (2006) Intra-operative 3D ultrasound in neurosurgery. Acta Neurochir 148(3):235–253CrossRefPubMed
46.
Zurück zum Zitat Valencia A, Blas B, Ortega JH (2012) Modeling of brain shift phenomenon for different craniotomies and solid models. J Appl Math 2012:409127. doi:10.1155/2012/409127 Valencia A, Blas B, Ortega JH (2012) Modeling of brain shift phenomenon for different craniotomies and solid models. J Appl Math 2012:409127. doi:10.​1155/​2012/​409127
47.
Zurück zum Zitat Wang MN, Song ZJ (2011) Classification and analysis of the errors in neuronavigation. Neurosurgery 68(4):1131–1143CrossRefPubMed Wang MN, Song ZJ (2011) Classification and analysis of the errors in neuronavigation. Neurosurgery 68(4):1131–1143CrossRefPubMed
48.
Zurück zum Zitat Watanabe E, Mayanagi Y, Kosugi Y, Manaka S, Takakura K (1991) Open surgery assisted by the neuronavigator, a stereotactic, articulated, sensitive arm. Neurosurgery 28(6):792–800CrossRefPubMed Watanabe E, Mayanagi Y, Kosugi Y, Manaka S, Takakura K (1991) Open surgery assisted by the neuronavigator, a stereotactic, articulated, sensitive arm. Neurosurgery 28(6):792–800CrossRefPubMed
49.
Zurück zum Zitat Winkler D, Tittgemeyer M, Schwarz J, Preul C, Strecker K, Meixensberger J (2005) The first evaluation of brain shift during functional neurosurgery by deformation field analysis. J Neurol Neurosurg Psychiatry 76(8):1161–1163CrossRefPubMedPubMedCentral Winkler D, Tittgemeyer M, Schwarz J, Preul C, Strecker K, Meixensberger J (2005) The first evaluation of brain shift during functional neurosurgery by deformation field analysis. J Neurol Neurosurg Psychiatry 76(8):1161–1163CrossRefPubMedPubMedCentral
Metadaten
Titel
3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation
verfasst von
Marco Riva
Christoph Hennersperger
Fausto Milletari
Amin Katouzian
Federico Pessina
Benjamin Gutierrez-Becker
Antonella Castellano
Nassir Navab
Lorenzo Bello
Publikationsdatum
08.04.2017
Verlag
Springer International Publishing
Erschienen in
International Journal of Computer Assisted Radiology and Surgery / Ausgabe 10/2017
Print ISSN: 1861-6410
Elektronische ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-017-1578-5

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