A position- and time-dependent pressure profile to model viscoelastic mechanical behavior of the brain tissue due to tumor growth

References

• Abdolkarimzadeh F, Ashory MR, Ghasemi-Ghalebahman A, Karimi A. 2021. Inverse dynamic finite element-optimization modeling of the brain tumor mass-effect using a variable pressure boundary. Comput Methods Programs Biomed. 212:106476.
   PubMedGoogle Scholar
• Aghalari M, Aghagolzadeh A, Ezoji M. 2021. Brain tumor image segmentation via asymmetric/symmetric UNet based on two-pathway-residual blocks. Biomedical Signal Processing and Control. 69:102841. ARTN 102841.
   Web of Science ®Google Scholar
• Angeli S, Stylianopoulos T. 2016. Biphasic modeling of brain tumor biomechanics and response to radiation treatment. J Biomech. 49(9):1524–1531.
   PubMedGoogle Scholar
• Antonovaite N, Hulshof LA, Hol EM, Wadman WJ, Iannuzzi D. 2021. Viscoelastic mapping of mouse brain tissue: relation to structure and age. J Mech Behav Biomed Mater. 113:104159.
   PubMedGoogle Scholar
• Bayer S, Maier A, Ostermeier M, Fahrig R. 2017. Intraoperative imaging modalities and compensation for brain shift in tumor resection surgery. Int J Biomed Imaging. 2017:1–18.
   Google Scholar
• Bilston LE, Liu Z, Phan-Thien N. 1997. Linear viscoelastic properties of bovine brain tissue in shear. Biorheology. 34(6):377–385.
   PubMed Web of Science ®Google Scholar
• Budday S, Sommer G, Birkl C, Langkammer C, Haybaeck J, Kohnert J, Bauer M, Paulsen F, Steinmann P, Kuhl E, et al. 2017. Mechanical characterization of human brain tissue. Acta Biomater. 48:319–340.
   PubMed Web of Science ®Google Scholar
• Bullock MR, Chesnut R, Ghajar J, Gordon D, Hartl R, Newell DW, Servadei F, Walters BC, Wilberger J, Surgical Management of Traumatic Brain Injury Author, G. 2006. Surgical management of traumatic parenchymal lesions. Neurosurgery. 58(3 Suppl):S25–S46.
   PubMedGoogle Scholar
• Chen I, Coffey AM, Ding S, Dumpuri P, Dawant BM, Thompson RC, Miga MI. 2011. Intraoperative brain shift compensation: accounting for dural septa. IEEE Trans Biomed Eng. 58(3):499–508.
   PubMedGoogle Scholar
• Cheng G, Tse J, Jain RK, Munn LL. 2009. Micro-environmental mechanical stress controls tumor spheroid size and morphology by suppressing proliferation and inducing apoptosis in cancer cells. PLoS One. 4(2):e4632.
   PubMed Web of Science ®Google Scholar
• Clatz O, Sermesant M, Bondiau PY, Delingette H, Warfield SK, Malandain G, Ayache N. 2005. Realistic simulation of the 3-D growth of brain tumors in MR images coupling diffusion with biomechanical deformation. IEEE Trans Med Imaging. 24(10):1334–1346.
   PubMed Web of Science ®Google Scholar
• Cuadra MB, Gomez J, Hagmann P, Pollo C, Villemure J-G, Dawant BM, Thiran J-P. 2002. Atlas-based segmentation of pathological brains using a model of tumor growth. International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, 380–387.
   Google Scholar
• Cuadra MB, Pollo C, Bardera A, Cuisenaire O, Villemure J-G, Thiran J-P. 2004. Atlas-based segmentation of pathological MR brain images using a model of lesion growth. IEEE Trans Med Imaging. 23(10):1301–1314.
   PubMed Web of Science ®Google Scholar
• Dawant B, Hartmann S, Pan S, Gadamsetty S. 2002. Brain atlas deformation in the presence of small and large space-occupying tumors. Computer Aided Surgery. 7(1):1–10.
   PubMedGoogle Scholar
• Dehoff P. 1978. On the nonlinear viscoelastic behavior of soft biological tissues. J Biomech. 11(1-2):35–40.
   PubMedGoogle Scholar
• Demou ZN. 2010. Gene expression profiles in 3D tumor analogs indicate compressive strain differentially enhances metastatic potential. Ann Biomed Eng. 38(11):3509–3520.
   PubMedGoogle Scholar
• Donnelly BR, Medige J. 1997. Shear properties of human brain tissue. J Biomech Eng. 119(4):423–432.
   PubMed Web of Science ®Google Scholar
• Dumpuri P, Thompson RC, Cao AZ, Ding SY, 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):1285–1296.
   PubMedGoogle Scholar
• Dumpuri P, Thompson RC, Dawant BM, Cao A, Miga MI. 2007. An atlas-based method to compensate for brain shift: preliminary results. Med Image Anal. 11(2):128–145.
   PubMedGoogle Scholar
• Eichberg DG, Di L, Shah AH, Luther E, Richardson AM, Sarkiss CA, Ivan ME, Komotar RJ. 2019. Brain tumor surgery is safe in octogenarians and nonagenarians: a single-surgeon 741 patient series. World Neurosurg. 132:e185–e192.
   PubMed Web of Science ®Google Scholar
• Eklund A, Jóhannesson G, Johansson E, Holmlund P, Qvarlander S, Ambarki K, Wåhlin A, Koskinen LOD, Malm J. 2016. The pressure difference between eye and brain changes with posture. Ann Neurol. 80(2):269–276.
   PubMedGoogle Scholar
• Estermann SJ, Pahr DH, Reisinger A. 2022. Material design of soft biological tissue replicas using viscoelastic micromechanical modelling. J Mech Behav Biomed Mater. 125:104875.
   PubMedGoogle Scholar
• Fallenstein GT, Hulce VD, Melvin JW. 1969. Dynamic mechanical properties of human brain tissue. J Biomech. 2(3):217–226.
   PubMedGoogle Scholar
• Fan X, Ji S, Fontaine K, Hartov A, Roberts D, Paulsen K. 2011. Simulation of brain tumor resection in image-guided neurosurgery. Medical Imaging 2011: visualization, Image-Guided. Procedures, and Modeling, Vol. 7964. International Society for Optics and Photonics, 79640U.
   Google Scholar
• Finan JD, Sundaresh SN, Elkin BS, McKhann GM, 2nd, Morrison B. 3rd, 2017. Regional mechanical properties of human brain tissue for computational models of traumatic brain injury. Acta Biomater. 55:333–339.
   PubMedGoogle Scholar
• Forte AE, Gentleman SM, Dini D. 2017. On the characterization of the heterogeneous mechanical response of human brain tissue. Biomech Model Mechanobiol. 16(3):907–920.
   PubMedGoogle Scholar
• Galford JE, McElhaney JH. 1970. A viscoelastic study of scalp, brain, and dura. J Biomech. 3(2):211–221.
   PubMed Web of Science ®Google Scholar
• Gamburg ES, Regine WF, Patchell RA, Strottmann JM, Mohiuddin M, Young AB. 2000. The prognostic significance of midline shift at presentation on survival in patients with glioblastoma multiforme. International Journal of Radiation Oncology Biology Physics. 48(5):1359–1362.
   PubMedGoogle Scholar
• 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. 35:403–420.
   PubMed Web of Science ®Google Scholar
• Giordano C, Kleiven S. 2014. Connecting fractional anisotropy from medical images with mechanical anisotropy of a hyperviscoelastic fibre-reinforced constitutive model for brain tissue. J R Soc Interface. 11(91):20130914.
   PubMedGoogle Scholar
• Gonda DD, Warnke P, Sanai N, Taich Z, Kasper EM, Chen CC. 2013. The value of extended glioblastoma resection: insights from randomized controlled trials. Surg Neurol Int. 4:110.
   PubMedGoogle Scholar
• Hawkins-Daarud A, van der Zee KG, Oden JT. 2012. Numerical simulation of a thermodynamically consistent four-species tumor growth model. Int J Numer Method Biomed Eng. 28(1):3–24.
   PubMed Web of Science ®Google Scholar
• Helmlinger G, Netti PA, Lichtenbeld HC, Melder RJ, Jain RK. 1997. Solid stress inhibits the growth of multicellular tumor spheroids. Nat Biotechnol. 15(8):778–783.
   PubMed Web of Science ®Google Scholar
• Herrmann L. 1968. A numerical procedure for viscoelastic stress analysis. Seventh Meeting of ICRPG Mechanical Behavior Working Group, Orlando, FL, 1968.
   Google Scholar
• Hogea C, Abraham F, Biros G, Davatzikos C. 2006a. Fast solvers for soft tissue simulation with application to construction of brain tumor atlases. Submitted to IEEE Transactions on Medical Imaging.
   Google Scholar
• Hogea C, Abraham F, Biros G, Davatzikos C. 2006b. A framework for soft tissue simulations with applications to modeling brain tumor mass-effect in 3-d images. Computational Biomechanics for Medicine. 24.
   Google Scholar
• Hogea C, Davatzikos C, Biros G. 2007. Modeling glioma growth and mass effect in 3D MR images of the brain. International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, 642–650.
   Google Scholar
• Holzapfel GA. 2017. Similarities between soft biological tissues and rubberlike materials. Constitutive Models for Rubber IV. Routledge. 1:607–617.
   Google Scholar
• Howells T, Lewen A, Skold MK, Ronne-Engstrom E, Enblad P. 2012. An evaluation of three measures of intracranial compliance in traumatic brain injury patients. Intensive Care Med. 38(6):1061–1068.
   PubMedGoogle Scholar
• Humphrey JD. 2003. Continuum biomechanics of soft biological tissues. Proc R Soc Lond A. 459(2029):3–46.
   Web of Science ®Google Scholar
• Hussain S, Anwar SM, Majid M. 2017. Brain tumor segmentation using cascaded deep convolutional neural network. 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 1998–2001.
   Google Scholar
• Hussain S, Anwar SM, Majid M. 2018. Segmentation of glioma tumors in brain using deep convolutional neural network. Neurocomputing. 282:248–261.
   Web of Science ®Google Scholar
• Islim AI, Mohan M, Moon RDC, Srikandarajah N, Mills SJ, Brodbelt AR, Jenkinson MD. 2019. Incidental intracranial meningiomas: a systematic review and meta-analysis of prognostic factors and outcomes. J Neurooncol. 142(2):211–221.
   PubMed Web of Science ®Google Scholar
• Jain RK, Martin JD, Stylianopoulos T. 2014. The role of mechanical forces in tumor growth and therapy. Annu Rev Biomed Eng. 16:321–346.
   PubMed Web of Science ®Google Scholar
• Janet MT, Cheng G, Tyrrell JA, Wilcox-Adelman SA, Boucher Y, Jain RK, Munn LL. 2012. Mechanical compression drives cancer cells toward invasive phenotype. Proc Natl Acad Sci U S A. 109(3):911–916.
   PubMedGoogle Scholar
• Jemal A, Siegel R, Ward E, Hao Y, Xu J, Murray T, Thun MJ. 2008. Cancer statistics, 2008. CA Cancer J Clin. 58(2):71–96.
   PubMed Web of Science ®Google Scholar
• Johnstone M, Xin C, Tan J, Martin E, Wen J, Wang RK. 2021. Aqueous outflow regulation - 21st century concepts. Prog Retin Eye Res. 83:100917.
   PubMedGoogle Scholar
• Karimi A, Grytz R, Rahmati SM, Girkin CA, Downs JC. 2021b. Analysis of the effects of finite element type within a 3D biomechanical model of a human optic nerve head and posterior pole. Comput Methods Programs Biomed. 198:105794.
   PubMedGoogle Scholar
• Karimi A, Rahmati SM, Grytz RG, Girkin CA, Downs JC. 2021c. Modeling the biomechanics of the lamina cribrosa microstructure in the human eye. Acta Biomater. 134:357–378.
   PubMedGoogle Scholar
• Karimi A, Rahmati SM, Razaghi R. 2017b. A combination of experimental measurement, constitutive damage model, and diffusion tensor imaging to characterize the mechanical properties of the human brain. Comput Methods Biomech Biomed Engin. 20(12):1350–1363.
   PubMed Web of Science ®Google Scholar
• Karimi A, Rahmati SM, Razaghi R, Downs C, Acott T S, Wang RK, Johnstone M. 2022. Biomechanics of Human Trabecular Meshwork in Healthy and Glaucoma Eyes via Dynamic Schlemm’s Canal Pressurization. Computer Methods and Programs in Biomedicine, Available online 27 May 2022, 106921. https://doi.org/10.1016/j.cmpb.2022.106921.
   Google Scholar
• Karimi A, Razaghi R, Girkin CA, Downs JC. 2021a. Ocular biomechanics due to ground blast reinforcement. Comput Methods Programs Biomed. 211:106425.
   PubMedGoogle Scholar
• Karimi A, Shojaei A, Razaghi R. 2017a. Viscoelastic mechanical measurement of the healthy and atherosclerotic human coronary arteries using DIC technique. ARTRES. 18(C):14–21.
   Google Scholar
• Kaufman LJ, Brangwynne CP, Kasza KE, Filippidi E, Gordon VD, Deisboeck TS, Weitz DA. 2005. Glioma expansion in collagen I matrices: analyzing collagen concentration-dependent growth and motility patterns. Biophys J. 89(1):635–650.
   PubMedGoogle Scholar
• Kim JJ, Gean AD. 2011. Imaging for the diagnosis and management of traumatic brain injury. Neurotherapeutics. 8(1):39–53.
   PubMed Web of Science ®Google Scholar
• Kyriacou SK, Davatzikos C, Zinreich SJ, Bryan RN. 1999. Nonlinear elastic registration of brain images with tumor pathology using a biomechanical model [MRI]. IEEE Trans Med Imaging. 18(7):580–592.
   PubMed Web of Science ®Google Scholar
• Lloyd BA, Szczerba D, Székely G. 2007. A coupled finite element model of tumor growth and vascularization. International conference on medical image computing and computer-assisted intervention. Springer, 874–881.
   Google Scholar
• Maccabi A, Shin A, Namiri NK, Bajwa N, St John M, Taylor ZD, Grundfest W, Saddik GN. 2018. Quantitative characterization of viscoelastic behavior in tissue-mimicking phantoms and ex vivo animal tissues. PLoS One. 13(1):e0191919.
   PubMedGoogle Scholar
• MacManus DB, Pierrat B, Murphy JG, Gilchrist MD. 2017. Region and species dependent mechanical properties of adolescent and young adult brain tissue. Sci Rep. 7(1):13729.
   PubMedGoogle Scholar
• Madekurozwa M, Stamer WD, Reina-Torres E, Sherwood JM, Overby DR. 2021. The ocular pulse decreases aqueous humor outflow resistance by stimulating nitric oxide production. Am J Physiol Cell Physiol. 320(4):C652–C665.
   PubMedGoogle Scholar
• Maepea O, Bill A. 1992. Pressures in the juxtacanalicular tissue and Schlemm's canal in monkeys. Exp Eye Res. 54(6):879–883.
   PubMed Web of Science ®Google Scholar
• McDonnell F, Perkumas KM, Ashpole NE, Kalnitsky J, Sherwood JM, Overby DR, Stamer WD. 2020. Shear stress in schlemm's canal as a sensor of intraocular pressure. Sci Rep. 10(1):5804.
   PubMedGoogle Scholar
• McKenna A, Wilson CF, Caldwell SB, Curran D. 2012. Functional outcomes of decompressive hemicraniectomy following malignant middle cerebral artery infarctions: a systematic review. Br J Neurosurg. 26(3):310–315.
   PubMed Web of Science ®Google Scholar
• Mercier L, Del Maestro RF, Petrecca K, Araujo D, Haegelen C, Collins DL. 2012. Online database of clinical MR and ultrasound images of brain tumors. Med Phys. 39(6):3253–3261.
   PubMedGoogle Scholar
• Miga MI, Sun K, Chen I, Clements LW, Pheiffer TS, Simpson AL, Thompson RC. 2016. Clinical evaluation of a model-updated image-guidance approach to brain shift compensation: experience in 16 cases. Int J Comput Assist Radiol Surg. 11(8):1467–1474.
   PubMedGoogle Scholar
• Mijailovic AS, Galarza S, Raayai-Ardakani S, Birch NP, Schiffman JD, Crosby AJ, Cohen T, Peyton SR, Van Vliet KJ. 2021. Localized characterization of brain tissue mechanical properties by needle induced cavitation rheology and volume controlled cavity expansion. J Mech Behav Biomed Mater. 114:104168.
   PubMedGoogle Scholar
• Miller K, Chinzei K. 1997. Constitutive modelling of brain tissue: experiment and theory. J Biomech. 30(11-12):1115–1121.
   PubMed Web of Science ®Google Scholar
• Mohamed A, Davatzikos C. 2005. Finite element modeling of brain tumor mass-effect from 3D medical images. International conference on medical image computing and computer-assisted intervention. Springer, 400–408.
   Google Scholar
• Mohamed A, Kyriacou SK, Davatzikos C. 2001. A statistical approach for estimating brain tumor induced deformation. Proceedings IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA 2001). IEEE, 52–59.
   Google Scholar
• Mokri B. 2001. The Monro-Kellie hypothesis: applications in CSF volume depletion. Neurology. 56(12):1746–1748.
   PubMed Web of Science ®Google Scholar
• Moulton MJ, Creswell LL, Actis RL, Myers KW, Vannier MW, Szabo BA, Pasque MK. 1995. An inverse approach to determining myocardial material properties. J Biomech. 28(8):935–948.
   PubMedGoogle Scholar
• 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):1070–1079.
   PubMed Web of Science ®Google Scholar
• Nimsky C, Ganslandt O, Von Keller B, Romstock J, Fahlbusch R. 2004. Intraoperative high-field-strength MR imaging: implementation and experience in 200 patients. Radiology. 233(1):67–78.
   PubMedGoogle Scholar
• Orringer DA, Golby A, Jolesz F. 2012. Neuronavigation in the surgical management of brain tumors: current and future trends. Expert Rev Med Devices. 9(5):491–500.
   PubMed Web of Science ®Google Scholar
• Prange MT, Margulies SS. 2002. Regional, directional, and age-dependent properties of the brain undergoing large deformation. J Biomech Eng. 124(2):244–252.
   PubMed Web of Science ®Google Scholar
• Qiu S, Jiang W, Alam MS, Chen S, Lai C, Wang T, Li X, Liu J, Gao M, Tang Y, et al. 2020. Viscoelastic characterization of injured brain tissue after controlled cortical impact (CCI) using a mouse model. J Neurosci Methods. 330:108463.
   PubMedGoogle Scholar
• Raboel PH, Bartek J, Jr., Andresen M, Bellander BM, Romner B. 2012. Intracranial pressure monitoring: invasive versus non-invasive methods-a review. Crit Care Res Pract. 2012:950393.
   PubMedGoogle Scholar
• Rahmati SM, Razaghi R, Karimi A. 2021. Biomechanics of the keratoconic cornea: theory, segmentation, pressure distribution, and coupled FE-optimization algorithm. J Mech Behav Biomed Mater. 113:104155.
   PubMedGoogle Scholar
• Rashid B, Destrade M, Gilchrist MD. 2012. Mechanical characterization of brain tissue in compression at dynamic strain rates. J Mech Behav Biomed Mater. 10:23–38.
   PubMed Web of Science ®Google Scholar
• Razaghi R, Biglari H, Karimi A. 2019. Risk of rupture of the cerebral aneurysm in relation to traumatic brain injury using a patient-specific fluid-structure interaction model. Comput Methods Programs Biomed. 176:9–16.
   PubMedGoogle Scholar
• Razaghi R, Biglari H, Karimi A. 2021. A patient-specific fluid-structure interaction model of the cerebrovascular damage in relation to traumatic brain injury. Trauma-England. 23(1):33–43.
   Google Scholar
• Reina-Torres E, De Ieso ML, Pasquale LR, Madekurozwa M, van Batenburg-Sherwood J, Overby DR, Stamer WD. 2021. The vital role for nitric oxide in intraocular pressure homeostasis. Prog Retin Eye Res. 83:100922.
   PubMed Web of Science ®Google Scholar
• Ropper AH. 1986. Lateral displacement of the brain and level of consciousness in patients with an acute hemispheral mass. N Engl J Med. 314(15):953–958.
   PubMed Web of Science ®Google Scholar
• Sallemi L, Njeh I, Lehericy S. 2015. Towards a computer aided prognosis for brain glioblastomas tumor growth estimation. IEEE Trans Nanobioscience. 14(7):727–733.
   PubMedGoogle Scholar
• Schmidt DA, Shi C, Berry RA, Honig ML, Utschick W. 2009. Minimum mean squared error interference alignment. 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers. IEEE, 1106–1110.
   Google Scholar
• Stamer WD, Braakman ST, Zhou EH, Ethier CR, Fredberg JJ, Overby DR, Johnson M. 2015. Biomechanics of Schlemm's canal endothelium and intraocular pressure reduction. Prog Retin Eye Res. 44:86–98.
   PubMed Web of Science ®Google Scholar
• Stylianopoulos T, Martin JD, Chauhan VP, Jain SR, Diop-Frimpong B, Bardeesy N, Smith BL, Ferrone CR, Hornicek FJ, Boucher Y, et al. 2012. Causes, consequences, and remedies for growth-induced solid stress in murine and human tumors. Proc Natl Acad Sci U S A. 109(38):15101–15108.
   PubMed Web of Science ®Google Scholar
• Sun K, Pheiffer TS, Simpson AL, Weis JA, Thompson RC, Miga MI. 2014. Near real-time computer assisted surgery for brain shift correction using biomechanical models. IEEE J Transl Eng Health Med. 2:1–13.
   Google Scholar
• Sundaresh SN, Finan JD, Elkin BS, Lee C, Xiao J, Morrison, III, B. 2021. Viscoelastic characterization of porcine brain tissue mechanical properties under indentation loading. Brain Multiphysics. 2:100041.
   Google Scholar
• Tain R-W, Alperin N. 2009. Noninvasive intracranial compliance from MRI-based measurements of transcranial blood and CSF flows: indirect versus direct approach. IEEE Trans Biomed Eng. 56(3):544–551.
   PubMedGoogle Scholar
• Turner CR, Losasso TJ, Muzzi DA, Weglinski MR. 1996. Brain relaxation and cerebrospinal fluid pressure during craniotomy for resection of supratentorial mass lesions. J Neurosurg Anesthesiol. 8:126–132.
   PubMed Web of Science ®Google Scholar
• Turquier F, Kang HS, Trosseille X, Willinger R, Lavaste F, Tarriere C, Dömont A. 1996. Validation study of a 3D finite element head model against experimental data. SAE Trans. :1912–1923.
   Google Scholar
• Velardi F, Fraternali F, Angelillo M. 2006. Anisotropic constitutive equations and experimental tensile behavior of brain tissue. Biomech Model Mechanobiol. 5(1):53–61.
   PubMed Web of Science ®Google Scholar
• Wasserman R, Acharya R. 1996. A patient-specific in vivo tumor model. Math Biosci. 136(2):111–140.
   PubMedGoogle Scholar
• Yamada S, Kinoshita M, Nakagawa T, Hirayama R, Kijima N, Kagawa N, Kishima H. 2021. The impact of 5-year tumor doubling time to predict the subsequent long-term natural history of asymptomatic meningiomas. World Neurosurgery. 151:e943–e949.
   PubMed Web of Science ®Google Scholar
• Yu Y, Bourantas G, Zwick B, Joldes G, Kapur T, Frisken S, Kikinis R, Nabavi A, Golby A, Wittek A, et al. 2022. Computer simulation of tumour resection-induced brain deformation by a meshless approach. Int J Numer Method Biomed Eng. 38(1):e3539.
   PubMedGoogle Scholar
• Zacharaki EI, Hogea CS, Biros G, Davatzikos C. 2008. A comparative study of biomechanical simulators in deformable registration of brain tumor images. IEEE Trans Biomed Eng. 55(3):1233–1236.
   PubMedGoogle Scholar
• Zazulia AR, Diringer MN, Derdeyn CP, Powers WJ. 1999. Progression of mass effect after intracerebral hemorrhage. Stroke. 30(6):1167–1173.
   PubMedGoogle Scholar
• Zhang LY, Yang KH, King AI. 2001. Comparison of brain responses between frontal and lateral impacts by finite element modeling. J Neurotrauma. 18(1):21–30.
   PubMed Web of Science ®Google Scholar