A method for the assessment of time-varying brain shift during navigated epilepsy surgery

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• 作者：E. De Momi ; G. Ferrigno ; G. Bosoni…
• 关键词：Brain shift ; Epilepsy surgery ; Frameless stereotaxy ; Image ; guided neurosurgery ; Neuronavigation
• 刊名：International Journal of Computer Assisted Radiology and Surgery
• 出版年：2016
• 出版时间：March 2016
• 年：2016
• 卷：11
• 期：3
• 页码：473-481
• 全文大小：1,737 KB
• 参考文献：1.Schulz C, Waldeck S, Mauer UM (2012) Intraoperative image guidance in neurosurgery: development, current indications, and future trends. Radiol Res Pract 2012:1–9CrossRef
  2.Orringer DA, Golby A, Jolesz F (2012) Neuronavigation in the surgical management of brain tumors: current and future trends. Export Rev Med Devices 9(5):491–500CrossRef
  3.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):447–64CrossRef PubMed
  4.Hill DL, Maurer CR Jr, Maciunas RJ, Barwise JA, Fitzpatrick JM, Wang MY (1998) Measurement of intraoperative brain surface deformation under a craniotomy. Neurosurgery 43(3):514–528CrossRef PubMed
  5.Clatz O, Delingette H, Talos IF (2005) Robust nonrigid registration to capture brain shift from intraoperative MRI. IEEE Trans Med Imaging 24(11):1417–27PubMedCentral CrossRef PubMed
  6.Valencia A, Blas B, Orega JH (2012) Modeling of brain shift phenomenon for different craniotomies and solid models. J Appl Math. doi:10.​1155/​2012/​409127
  7.Nimsky C, Ganslandt KA, 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):1070–1080CrossRef PubMed
  8.Hartkens T, Hill DLG, Castellano-Smith AD, Hawkes DJ, Maurer CR, Martin AJ, Hall WA, Liu H, Truwit CL (2003) Measurement and analysis of brain deformation during neurosurgery. IEEE Trans Med Imaging 22(1):82–92CrossRef PubMed
  9.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):749–58CrossRef PubMed
  10.Kleary K, Peters TM (2010) Image-guided interventions: technology review and clinical applications. Annu Rev Biomed Eng 12:119–42CrossRef
  11.Sun H, Lunn KE, Farid H, Wu Z, Roberts DW, Hartov A, Paulsen KD (2005) Stereopsis-guided brain shift compensation. IEEE Trans Med Imaging 24(8):1039–52CrossRef PubMed
  12.Letterboer MM, Willems PW, Viergever MA, Niessen WJ (2005) Brain shift estimation in image-guided neurosurgery using 3D ultrasound. IEEE Trans Biomed Eng 52(2):268–296CrossRef
  13.Ding S, Miga MI, Thompson RC, Dumpuri P, Cao A, Dawant BM (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. doi:10.​1109/​IEMBS.​2007.​4352423
  14.Paulsen KD, Miga MI, Kennedy FE, Hoopes PJ, Hartov A, Roberts DW (2009) A computational model for tracking subsurface tissue deformation during stereotactic neurosurgery. IEEE Trans Biomed Eng 46(2):213–25CrossRef
  15.De Lorenzo D, Vaccarella A, Khreis G, Monnich H, Ferrigno G, De Momi E (2011) Accurate calibration method for 3D freehand ultrasound probe using virtual plane. Med Phys 38(12):6710–6720CrossRef PubMed
  16.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):767–81CrossRef PubMed
  17.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):164–9CrossRef PubMed
  18.Schaewe TJ, Fan X, Ji S, Hartov A, Hiemenz Holton L, Roberts DW, Paulsen KG, Simon DA (2013) Integration of intraoperative and model-updated images into an industry-standard neuronavigation system: initial results. In: Holmes DR, Yaniv ZR (eds) Medical imaging: image-guided procedures, robotic interventions, and modeling, SPIE 8671
  19.Joldes GR, Wittek A, Miller K (2009) Computation of intra-operative brain shift using dynamic relaxation. Comput Methods Appl Mech Eng 198(41):3313–3320PubMedCentral CrossRef PubMed
  20.Fischl B (2012) FreeSurfer. Neuroimage 62(2):774–781
  21.Pieper S, Halle M, Kikinis R (2004) 3D SLICER. In: Proceedings of the IEEE international symposium on biomedical imaging, pp 632–635
  22.De Momi E, Caborni C, Cardinale F, Castana L, Casaceli G, Cossu M, Antiga L, Ferrigno G (2013) Automatic trajectory planner for StereoElectroEncephaloGraphy procedures: a retrospective study. IEEE Trans Biomed Eng 60(4):986–93CrossRef PubMed
  23.Cardinale F, Cossu M, Castana L, Casaceli G, Schiariti MP, Miserocchi A, Fuschillo D, Moscato A, Caborni C, Arnulfo G, Lo Russo G (2013) Stereoelectroencephalography: surgical methodology, safety, and stereotactic application accuracy in 500 procedures. Neurosurgery 72(3):353–66CrossRef PubMed
  24.Cardinale F, Miserocchi A, Moscato A, Cossu M, Castana L, Schiariti MP, Gozzo F, Pero G, Quilici L, Citterio A, Minella M, Torresin A, Lo Russo G (2012) Talairach methodology in the multimodal imaging and robotic era. In: Scarabin J (ed) Stereotaxy and epilepsy neurosurgery. John Libbey Eurotext, London, pp 245–272
  25.Cardinale F, Chinnici G, Bramerio M, Mai R, Sartori I, Cossu M, Lo Russo G, Castana L, Colombo N, Caborni C, De Momi E, Ferrigno G (2014) Validation of FreeSurfer-estimated brain cortical thickness: comparison with histologic measurements. Neuroinformatics 12(4):535–42CrossRef PubMed
  26.De Momi E, Caborni C, Cardinale F, Casaceli G, Castana L, Cossu M, Mai R, Gozzo F, Francione S, Tassi L, Lo Russo G, Antiga L, Ferrigno G (2014) Multi-trajectories automatic planner for stereoelectroencephalography (SEEG). In: IJCARS
  27.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 5(4):423–34PubMedCentral CrossRef PubMed
  28.Horn BKP (1987) Closed-form solution of absolute orientation using unit quaternions. J Opt Soc Am 4(4):629–642
  29.R Core Team (2013) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. http://​www.​R-project.​org/​
  30.Ivanov M, Ciurea AV (2009) Neuronavigation, principles, surgical technique. J Med Life 2(1):29–35PubMed
  31.Paul P, Morandi X, Jannin P (2009) A surface registration method for quantification of intraoperative brain deformations in image-guided neurosurgery. IEEE Trans Inf Technol Biomed 13(6):976–83CrossRef PubMed
  32.Comparetti MD, Beretta E, Kunze M, De Momi E, Raczkowsky J, Ferrigno G (2014) Event-based device-behavior switching in surgical human–robot interaction. In: Proceedings of the 2014 IEEE international conference on robotics and automation (ICRA, Hong Kong), pp 1877–1882
  33.Jannin P, Morandi X, Fleig OJ, Le Rumeur E, Toulouse P, Gibaud B, Scarabin JM (2002) Integration of sulcal and functional information for multimodal neuronavigation. J Neurosurg 96(4):713–23CrossRef PubMed
  34.Dumpuri P, Thompson RC, Cao A, Ding S, Garg I, Dawant BM, Miga MI (2010) A fast and efficient method to compensate for brain shift for tumor resection therapies measured between preoperative and postoperative tomograms. IEEE Trans Biomed Eng 57(6):1285–96PubMedCentral CrossRef PubMed
  
• 作者单位：E. De Momi (1)
  G. Ferrigno (1)
  G. Bosoni (1)
  P. Bassanini (1)
  P. Blasi (1)
  G. Casaceli (2)
  D. Fuschillo (2)
  L. Castana (2)
  M. Cossu (2)
  G. Lo Russo (2)
  F. Cardinale (2)
  
  1. Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 , Milan, Italy
  2. “Claudio Munari” Centre for Epilepsy and Parkinson Surgery A.O. Ospedale Niguarda Ca’ Granda, Milan, Italy
  
• 刊物主题：Imaging / Radiology; Surgery; Health Informatics; Computer Imaging, Vision, Pattern Recognition and Graphics; Computer Science, general;
• 出版者：Springer Berlin Heidelberg
• ISSN：1861-6429

文摘

Purpose Image guidance is widely used in neurosurgery. Tracking systems (neuronavigators) allow registering the preoperative image space to the surgical space. The localization accuracy is influenced by technical and clinical factors, such as brain shift. This paper aims at providing quantitative measure of the time-varying brain shift during open epilepsy surgery, and at measuring the pattern of brain deformation with respect to three potentially meaningful parameters: craniotomy area, craniotomy orientation and gravity vector direction in the images reference frame.