Citation: | KANG Yue, MA Tian, HUANG Xiancong, ZHUANG Zhuo, LIU Zhanli, ZENG Fan, HUANG Chao. Advances in numerical simulation of blast-induced traumatic brain injury: modeling, mechanical mechanism and protection[J]. Explosion And Shock Waves, 2023, 43(6): 061101. doi: 10.11883/bzycj-2022-0521 |
[1] |
胡鹏伟, 张磊, 解宏伟, 等. 现代战争爆炸伤特点系统评价 [J]. 第二军医大学学报, 2021, 42(6): 681–687. DOI: 10.16781/j.0258-879x.2021.06.0681.
HU P W, ZHANG L, XIE H W, et al. Characteristics of blast injuries in modern warfare: a systematic review [J]. Academic Journal of Second Military Medical University, 2021, 42(6): 681–687. DOI: 10.16781/j.0258-879x.2021.06.0681.
|
[2] |
柳占立, 杜智博, 张家瑞, 等. 颅脑爆炸伤致伤机制及防护研究进展 [J]. 爆炸与冲击, 2022, 42(4): 041101. DOI: 10.11883/bzycj-2021-0053.
LIU Z L, DU Z B, ZHANG J R, et al. Progress in the mechanism and protection of blast-induced traumatic brain injury [J]. Explosion and Shock Waves, 2022, 42(4): 041101. DOI: 10.11883/bzycj-2021-0053.
|
[3] |
蔡志华, 贺葳, 汪剑辉, 等. 爆炸波致颅脑损伤力学机制与防护综述 [J]. 兵工学报, 2022, 43(2): 467–480. DOI: 10.3969/j.issn.1000-1093.2022.02.025.
CAI Z H, HE W, WANG J H, et al. Review on mechanical mechanism of blast-induced traumatic brain injury and protection technology [J]. Acta Armamentarii, 2022, 43(2): 467–480. DOI: 10.3969/j.issn.1000-1093.2022.02.025.
|
[4] |
MACLEOD A D. Shell shock, Gordon Holmes and the great war [J]. Journal of the Royal Society of Medicine, 2004, 97(2): 86–89. DOI: 10.1177/014107680409700215.
|
[5] |
CERNAK I, WANG Z G, JIANG J X, et al. Ultrastructural and functional characteristics of blast injury-induced neurotrauma [J]. The Journal of Trauma: Injury, Infection, and Critical Care, 2001, 50(4): 695–706. DOI: 10.1097/00005373-200104000-00017.
|
[6] |
CERNAK I, NOBLE-HAEUSSLEIN L J. Traumatic brain injury: an overview of pathobiology with emphasis on military populations [J]. Journal of Cerebral Blood Flow and Metabolism, 2010, 30(2): 255–266. DOI: 10.1038/jcbfm.2009.203.
|
[7] |
BHATTACHARJEE Y. Shell shock revisited: solving the puzzle of blast trauma [J]. Science, 2008, 319(5862): 406–408. DOI: 10.1126/science.319.5862.406.
|
[8] |
DEPALMA R G, HOFFMAN S W. Combat blast related traumatic brain injury (TBI): decade of recognition; promise of progress [J]. Behavioural Brain Research, 2018, 340: 102–105. DOI: 10.1016/j.bbr.2016.08.036.
|
[9] |
宁亚蕾, 周元国. 原发性颅脑冲击伤致伤机制及病理学特点 [J]. 中华创伤杂志, 2014, 30(3): 280–283. DOI: 10.3760/cma.j.issn.1001-8050.2014.03.024.
NING Y L, ZHOU Y G. Pathogenesis and pathological characteristics of primary traumatic brain injury [J]. Chinese Journal of Trauma, 2014, 30(3): 280–283. DOI: 10.3760/cma.j.issn.1001-8050.2014.03.024.
|
[10] |
TANIELIAN T, JAYCOX L H, SCHELL T L, et al. Invisible wounds of war: summary and recommendations for addressing psychological and cognitive injuries [M]. Santa Monica: RAND Corporation, 2008. DOI: 10.7249/MG720.1.
|
[11] |
LI J T, MA T, HUANG C, et al. Protective mechanism of helmet under far-field shock wave [J]. International Journal of Impact Engineering, 2020, 143: 103617. DOI: 10.1016/j.ijimpeng.2020.103617.
|
[12] |
栗志杰, 由小川, 柳占立, 等. 爆炸冲击波作用下颅脑损伤机理的数值模拟研究 [J]. 爆炸与冲击, 2020, 40(1): 015901. DOI: 10.11883/bzycj-2018-0348.
LI Z J, YOU X C, LIU Z L, et al. Numerical simulation of the mechanism of traumatic brain injury induced by blast shock waves [J]. Explosion and Shock Waves, 2020, 40(1): 015901. DOI: 10.11883/bzycj-2018-0348.
|
[13] |
赵辉, 朱峰. 原发性颅脑冲击伤的生物力学机制 [J]. 创伤外科杂志, 2016, 18(6): 375–378. DOI: 10.3969/j.issn.1009-4237.2016.06.017.
ZHAO H, ZHU F. The biomechanical mechanism of primary blast brain injury [J]. Journal of Traumatic Surgery, 2016, 18(6): 375–378. DOI: 10.3969/j.issn.1009-4237.2016.06.017.
|
[14] |
ZHU F, CHOU C C, YANG K H, et al. A theoretical analysis of stress wave propagation in the head under primary blast loading [J]. Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine, 2014, 228(5): 439–445. DOI: 10.1177/0954411914530882.
|
[15] |
COURTNEY A, COURTNEY M. The complexity of biomechanics causing primary blast-induced traumatic brain injury: a review of potential mechanisms [J]. Frontiers in Neurology, 2015, 6: 221. DOI: 10.3389/fneur.2015.00221.
|
[16] |
ALLEY M D, SCHIMIZZE B R, SON S F. Experimental modeling of explosive blast-related traumatic brain injuries [J]. NeuroImage, 2011, 54: S45–S54. DOI: 10.1016/j.neuroimage.2010.05.030.
|
[17] |
MOSS W C, KING M J, BLACKMAN E G. Skull flexure from blast waves: a mechanism for brain injury with implications for helmet design [J]. Physical Review Letters, 2009, 103(10): 108702. DOI: 10.1103/physrevlett.103.108702.
|
[18] |
BOLANDER R, MATHIE B, BIR C, et al. Skull flexure as a contributing factor in the mechanism of injury in the rat when exposed to a shock wave [J]. Annals of Biomedical Engineering, 2011, 39(10): 2550–2559. DOI: 10.1007/s10439-011-0343-0.
|
[19] |
GARIMELLA H T, KRAFT R H, PRZEKWAS A J. Do blast induced skull flexures result in axonal deformation? [J]. PLoS One, 2018, 13(3): e0190881. DOI: 10.1371/journal.pone.0190881.
|
[20] |
HONG Y, SARNTINORANONT M, SUBHASH G, et al. Localized tissue surrogate deformation due to controlled single bubble cavitation [J]. Experimental Mechanics, 2016, 56(1): 97–109. DOI: 10.1007/s11340-015-0024-2.
|
[21] |
CANCHI S, KELLY K, HONG Y, et al. Controlled single bubble cavitation collapse results in jet-induced injury in brain tissue [J]. Journal of the Mechanical Behavior of Biomedical Materials, 2017, 74: 261–273. DOI: 10.1016/j.jmbbm.2017.06.018.
|
[22] |
CHEN Y, HUANG W. Non-impact, blast-induced mild TBI and PTSD: concepts and caveats [J]. Brain Injury, 2011, 25(7/8): 641–650. DOI: 10.3109/02699052.2011.580313.
|
[23] |
SUNDAR S, PONNALAGU A. Biomechanical analysis of head subjected to blast waves and the role of combat protective headgear under blast loading: a review [J]. Journal of Biomechanical Engineering, 2021, 143(10): 100801. DOI: 10.1115/1.4051047.
|
[24] |
AKULA P, HUA Y, GU L X. Blast-induced mild traumatic brain injury through ear canal: a finite element study [J]. Biomedical Engineering Letters, 2015, 5(4): 281–288. DOI: 10.1007/s13534-015-0204-0.
|
[25] |
TAYLOR P A, FORD C C. Simulation of blast-induced early-time intracranial wave physics leading to traumatic brain injury [J]. Journal of Biomechanical Engineering, 2009, 131(6): 061007. DOI: 10.1115/1.3118765.
|
[26] |
PANZER M B, MYERS B S, CAPEHART B P, et al. Development of a finite element model for blast brain injury and the effects of CSF cavitation [J]. Annals of Biomedical Engineering, 2012, 40(7): 1530–1544. DOI: 10.1007/s10439-012-0519-2.
|
[27] |
TAN X G, KANNAN R, PRZEKWAS A J. A comparative study of the human body finite element model under blast loadings [C]//ASME 2012 International Mechanical Engineering Congress and Exposition. Houston, USA: American Society of Mechanical Engineers, 2012: 829–836. DOI: 10.1115/IMECE2012-89072.
|
[28] |
MAO H J, UNNIKRISHNAN G, RAKESH V, et al. Untangling the effect of head acceleration on brain responses to blast waves [J]. Journal of Biomechanical Engineering, 2015, 137(12): 124502. DOI: 10.1115/1.4031765.
|
[29] |
LI Z J, DU Z B, YOU X C, et al. Numerical study on dynamic mechanism of brain volume and shear deformation under blast loading [J]. Acta Mechanica Sinica, 2019, 35(5): 1104–1119. DOI: 10.1007/s10409-019-00875-w.
|
[30] |
GARCIA-GONZALEZ D, RACE N S, VOETS N L, et al. Cognition based bTBI mechanistic criteria: a tool for preventive and therapeutic innovations [J]. Scientific Reports, 2018, 8(1): 10273. DOI: 10.1038/s41598-018-28271-7.
|
[31] |
ZHANG L Y, MAKWANA R, SHARMA S. Brain response to primary blast wave using validated finite element models of human head and advanced combat helmet [J]. Frontiers in Neurology, 2013, 4: 88. DOI: 10.3389/fneur.2013.00088.
|
[32] |
YU X C, GHAJARI M. Protective performance of helmets and goggles in mitigating brain biomechanical response to primary blast exposure [J]. Annals of Biomedical Engineering, 2022, 50(11): 1579–1595. DOI: 10.1007/s10439-022-02936-x.
|
[33] |
GRUJICIC M, RAMASWAMI S, SNIPES J S, et al. Experimental and computational investigations of the potential improvement in helmet blast-protection through the use of a polyurea-based external coating [J]. Multidiscipline Modeling in Materials and Structures, 2016, 12(1): 33–72. DOI: 10.1108/MMMS-02-2015-0009.
|
[34] |
HOLBOURN A H S. Mechanics of head injuries [J]. The Lancet, 1943, 242(6267): 438–441. DOI: 10.1016/S0140-6736(00)87453-X.
|
[35] |
SHUGAR T A, KATONA M G. Development of finite element head injury model [J]. Journal of the Engineering Mechanics Division, 1975, 101(3): 223–239. DOI: 10.1061/JMCEA3.0002012.
|
[36] |
SHUGAR T A. A finite element head injury model: DOT HS 803-211 [R]. Washington DC, USA: Department of Transportation, National Highway Traffic Safety Administration, 1977.
|
[37] |
WRIGHT R M, POST A, HOSHIZAKI B, et al. A multiscale computational approach to estimating axonal damage under inertial loading of the head [J]. Journal of Neurotrauma, 2013, 30(2): 102–118. DOI: 10.1089/neu.2012.2418.
|
[38] |
BILSTON L E. Neural tissue biomechanics: Vol 3 [M]. Berlin, Germany: Springer, 2011. DOI: 10.1007/978-3-642-13890-4.
|
[39] |
SUBRAMANIAM D R, UNNIKRISHNAN G, SUNDARAMURTHY A, et al. Cerebral vasculature influences blast-induced biomechanical responses of human brain tissue [J]. Frontiers in Bioengineering and Biotechnology, 2021, 9: 744808. DOI: 10.3389/fbioe.2021.744808.
|
[40] |
BASTIANI M, ROEBROECK A. Unraveling the multiscale structural organization and connectivity of the human brain: the role of diffusion MRI [J]. Frontiers in Neuroanatomy, 2015, 9: 77. DOI: 10.3389/fnana.2015.00077.
|
[41] |
PATEL N, KIRMI O. Anatomy and imaging of the normal meninges [J]. Seminars in Ultrasound, CT and MRI, 2009, 30(6): 559–564. DOI: 10.1053/j.sult.2009.08.006.
|
[42] |
SNELL R S. Clinical neuroanatomy [M]. 7th ed. Philadelphia, PA: Wolters Kluwer Health/Lippincott Williams and Wilkins, 2010.
|
[43] |
SAAB A S, NAVE K A. Myelin dynamics: protecting and shaping neuronal functions [J]. Current Opinion in Neurobiology, 2017, 47: 104–112. DOI: 10.1016/j.conb.2017.09.013.
|
[44] |
PATESTAS M A, GARTNER L P. A textbook of neuroanatomy [M]. 2nd ed. Hoboken, New Jersey, USA: John Wiley & Sons, Inc. , 2016.
|
[45] |
MONTANINO A. Definition of axonal injury tolerances across scales: a computational multiscale approach [D]. Stockholm: Kungliga Tekniska Högskolan, 2020: 6-10.
|
[46] |
GANPULE S, ALAI A, PLOUGONVEN E, et al. Mechanics of blast loading on the head models in the study of traumatic brain injury using experimental and computational approaches [J]. Biomechanics and Modeling in Mechanobiology, 2013, 12(3): 511–531. DOI: 10.1007/s10237-012-0421-8.
|
[47] |
WANG C Z, PAHK J B, BALABAN C D, et al. Biomechanical assessment of the bridging vein rupture of blast-induced traumatic brain injury using the finite element human head model [C]//ASME 2012 International Mechanical Engineering Congress and Exposition. Houston, USA: American Society of Mechanical Engineers, 2012: 795−805. DOI: 10.1115/IMECE2012-88739.
|
[48] |
MOORE D F, JÉRUSALEM A, NYEIN M, et al. Computational biology: modeling of primary blast effects on the central nervous system [J]. NeuroImage, 2009, 47(Suppl 2): 10–20. DOI: 10.1016/j.neuroimage.2009.02.019.
|
[49] |
CHAFI M S, KARAMI G, ZIEJEWSKI M. Biomechanical assessment of brain dynamic responses due to blast pressure waves [J]. Annals of Biomedical Engineering, 2010, 38(2): 490–504. DOI: 10.1007/s10439-009-9813-z.
|
[50] |
TAKHOUNTS E G, RIDELLA S A, HASIJA V, et al. Investigation of traumatic brain injuries using the next generation of simulated injury monitor (SIMon) finite element head model [J]. Stapp Car Crash Journal, 2008, 52: 1–31. DOI: 10.4271/2008-22-0001.
|
[51] |
VIANO D C, CASSON I R, PELLMAN E J, et al. Concussion in professional football: brain responses by finite element analysis: Part 9 [J]. Neurosurgery, 2005, 57(5): 891–916. DOI: 10.1227/01.NEU.0000186950.54075.3B.
|
[52] |
MENDIS K K, STALNAKER R L, ADVANI S H. A constitutive relationship for large deformation finite element modeling of brain tissue [J]. Journal of Biomechanical Engineering, 1995, 117(3): 279–285. DOI: 10.1115/1.2794182.
|
[53] |
MILLER K, CHINZEI K, ORSSENGO G, et al. Mechanical properties of brain tissue in-vivo: experiment and computer simulation [J]. Journal of Biomechanics, 2000, 33(11): 1369–1376. DOI: 10.1016/S0021-9290(00)00120-2.
|
[54] |
RASHID B, DESTRADE M, GILCHRIST M D. Mechanical characterization of brain tissue in simple shear at dynamic strain rates [J]. Journal of the Mechanical Behavior of Biomedical Materials, 2013, 28: 71–85. DOI: 10.1016/j.jmbbm.2013.07.017.
|
[55] |
WEX C, ARNDT S, STOLL A, et al. Isotropic incompressible hyperelastic models for modelling the mechanical behaviour of biological tissues: a review [J]. Biomedical Engineering, 2015, 60(6): 577–592. DOI: 10.1515/bmt-2014-0146.
|
[56] |
LAKSARI K, SHAFIEIAN M, DARVISH K. Constitutive model for brain tissue under finite compression [J]. Journal of Biomechanics, 2012, 45(4): 642–646. DOI: 10.1016/j.jbiomech.2011.12.023.
|
[57] |
OGDEN R W. Large deformation isotropic elasticity: on the correlation of theory and experiment for incompressible rubberlike solids [J]. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 1972, 326(1567): 565–584.
|
[58] |
KOHANDEL M, SIVALOGANATHAN S, TENTI G, et al. The constitutive properties of the brain parenchyma. Part 1: strain energy approach [J]. Medical Engineering and Physics, 2006, 28(5): 449–454. DOI: 10.1016/j.medengphy.2005.01.005.
|
[59] |
KASTER T, SACK I, SAMANI A. Measurement of the hyperelastic properties of ex vivo brain tissue slices [J]. Journal of Biomechanics, 2011, 44(6): 1158–1163. DOI: 10.1016/j.jbiomech.2011.01.019.
|
[60] |
COATS B, MARGULIES S S. Material properties of porcine parietal cortex [J]. Journal of Biomechanics, 2006, 39(13): 2521–2525. DOI: 10.1016/j.jbiomech.2005.07.020.
|
[61] |
RASHID B, DESTRADE M, GILCHRIST M D. Inhomogeneous deformation of brain tissue during tension tests [J]. Computational Materials Science, 2012, 64: 295–300. DOI: 10.1016/j.commatsci.2012.05.030.
|
[62] |
RASHID B, DESTRADE M, GILCHRIST M D. Mechanical characterization of brain tissue in tension at dynamic strain rates [J]. Journal of the Mechanical Behavior of Biomedical Materials, 2014, 33: 43–54. DOI: 10.1016/j.jmbbm.2012.07.015.
|
[63] |
SPARREY C J, KEAVENY T M. Compression behavior of porcine spinal cord white matter [J]. Journal of Biomechanics, 2011, 44(6): 1078–1082. DOI: 10.1016/j.jbiomech.2011.01.035.
|
[64] |
O’HAGAN J J, SAMANI A. Measurement of the hyperelastic properties of 44 pathological ex vivo breast tissue samples [J]. Physics in Medicine and Biology, 2009, 54(8): 2557–2569. DOI: 10.1088/0031-9155/54/8/020.
|
[65] |
KLINICH K D, MILLER C S, HU J, et al. Characterization of ovine utero-placental interface tensile failure [J]. Placenta, 2012, 33(10): 776–781. DOI: 10.1016/j.placenta.2012.06.012.
|
[66] |
CHUI C, KOBAYASHI E, CHEN X, et al. Combined compression and elongation experiments and non-linear modelling of liver tissue for surgical simulation [J]. Medical and Biological Engineering and Computing, 2004, 42(6): 787–798. DOI: 10.1007/BF02345212.
|
[67] |
路纯红, 白鸿柏. 粘弹性材料本构模型的研究 [J]. 高分子材料科学与工程, 2007, 23(6): 28–31, 35. DOI: 10.3321/j.issn:1000-7555.2007.06.007.
LU C H, BAI H B. Study on constitutive model of viscoelastic material [J]. Polymer Materials Science and Engineering, 2007, 23(6): 28–31, 35. DOI: 10.3321/j.issn:1000-7555.2007.06.007.
|
[68] |
PRABHU R, HORSTEMEYER M F, TUCKER M T, et al. Coupled experiment/finite element analysis on the mechanical response of porcine brain under high strain rates [J]. Journal of the Mechanical Behavior of Biomedical Materials, 2011, 4(7): 1067–1080. DOI: 10.1016/j.jmbbm.2011.03.015.
|
[69] |
COLGAN N C, GILCHRIST M D, CURRAN K M. Applying DTI white matter orientations to finite element head models to examine diffuse TBI under high rotational accelerations [J]. Progress in Biophysics and Molecular Biology, 2010, 103(2/3): 304–309. DOI: 10.1016/j.pbiomolbio.2010.09.008.
|
[70] |
CHATELIN S, DECK C, RENARD F, et al. Computation of axonal elongation in head trauma finite element simulation [J]. Journal of the Mechanical Behavior of Biomedical Materials, 2011, 4(8): 1905–1919. DOI: 10.1016/j.jmbbm.2011.06.007.
|
[71] |
CLOOTS R J H, VAN DOMMELEN J A W, KLEIVEN S, et al. Multi-scale mechanics of traumatic brain injury: predicting axonal strains from head loads [J]. Biomechanics and Modeling in Mechanobiology, 2013, 12(1): 137–150. DOI: 10.1007/s10237-012-0387-6.
|
[72] |
SAHOO D, DECK C, WILLINGER R. Development and validation of an advanced anisotropic visco-hyperelastic human brain FE model [J]. Journal of the Mechanical Behavior of Biomedical Materials, 2014, 33: 24–42. DOI: 10.1016/j.jmbbm.2013.08.022.
|
[73] |
GIORDANO C, CLOOTS R J H, VAN DOMMELEN J A W, et al. The influence of anisotropy on brain injury prediction [J]. Journal of Biomechanics, 2014, 47(5): 1052–1059. DOI: 10.1016/j.jbiomech.2013.12.036.
|
[74] |
GIORDANO C, ZAPPALÀ S, KLEIVEN S. Anisotropic finite element models for brain injury prediction: the sensitivity of axonal strain to white matter tract inter-subject variability [J]. Biomechanics and Modeling in Mechanobiology, 2017, 16(4): 1269–1293. DOI: 10.1007/s10237-017-0887-5.
|
[75] |
BAECK K, GOFFIN J, VANDER SLOTEN J. The use of different CSF representations in a numerical head model and their effect on the results of FE head impact analyses [C]//8th European LS-DYNA Users Conference. Strasbourg: DYNAmore, 2011.
|
[76] |
BREWICK P, TEFERRA K. Addressing uncertainty in constitutive model forms and parameters for FE models of the human head subjected to blast loading [C]//ASME 2017 International Mechanical Engineering Congress and Exposition. Tampa: American Society of Mechanical Engineers, 2017: V003T04A032. DOI: 10.1115/IMECE2017-70281.
|
[77] |
GIUDICE J S, ZENG W, WU T T, et al. An analytical review of the numerical methods used for finite element modeling of traumatic brain injury [J]. Annals of Biomedical Engineering, 2019, 47(9): 1855–1872. DOI: 10.1007/s10439-018-02161-5.
|
[78] |
TSE K M, LIM S P, TAN V B C, et al. A review of head injury and finite element head models [J]. American Journal of Engineering, Technology and Society, 2014, 1(5): 28–52.
|
[79] |
DIXIT P, LIU G R. A review on recent development of finite element models for head injury simulations [J]. Archives of Computational Methods in Engineering, 2017, 24(4): 979–1031. DOI: 10.1007/s11831-016-9196-x.
|
[80] |
TAYLOR P A, FORD C C. Simulation and correlation of blast-induced early-time intracranial wave physics with traumatic brain injury: SAND2010-0371C [R]. Albuquerque, USA: Sandia National Laboratories, 2010.
|
[81] |
TAYLOR P A, LUDWIGSEN J S, FORD C C. Investigation of blast-induced traumatic brain injury [J]. Brain Injury, 2014, 28(7): 879–895. DOI: 10.3109/02699052.2014.888478.
|
[82] |
NAHUM A M, SMITH R, WARD C C. Intracranial pressure dynamics during head impact [C]//SAE Technical Papers. USA: SAE International, 1977. DOI: 10.4271/770922.
|
[83] |
JAZI M S, REZAEI A, AZARMI F, et al. Computational biomechanics of human brain with and without the inclusion of the body under different blast orientation [J]. Computer Methods in Biomechanics and Biomedical Engineering, 2016, 19(9): 1019–1031. DOI: 10.1080/10255842.2015.1088525.
|
[84] |
HARDY W N, MASON M J, FOSTER C D, et al. A study of the response of the human cadaver head to impact [J]. Stapp Car Crash Journal, 2007, 51: 17–80. DOI: 10.4271/2007-22-0002.
|
[85] |
SHARMA S. Biomechanical analysis of blast induced traumatic brain injury: a finite element modeling and validation study of blast effects on human brain [D]. Detroit, Michigan, USA: Wayne State University, 2011.
|
[86] |
MAKWANA R. Development and validation of a three-dimensional finite element model of advanced combat helmet and biomechanical analysis of human head and helmet response to primary blast insult [D]. Detroit, Michigan, USA: Wayne State University, 2012.
|
[87] |
MAKWANA R, SHARMA S, ZHANG L Y. Comparison of the brain response to blast exposure between a human head model and a blast headform model using finite element methods [C]//13th International LS-DYNA Users Conference. Dearborn, Michigan, USA, 2014.
|
[88] |
ROBERTS J C, HARRIGAN T P, WARD E E, et al. Human head-neck computational model for assessing blast injury [J]. Journal of Biomechanics, 2012, 45(16): 2899–2906. DOI: 10.1016/j.jbiomech.2012.07.027.
|
[89] |
SINGH D, CRONIN D S, HALADUICK T N. Head and brain response to blast using sagittal and transverse finite element models [J]. International Journal for Numerical Methods in Biomedical Engineering, 2014, 30(4): 470–489. DOI: 10.1002/cnm.2612.
|
[90] |
BIR C. Measuring blast-related intracranial pressure within the human head: W81XWH-09-1-0498 [R]. Fort Belvoir, VA: Defense Technical Information Center, 2011. DOI: 10.21236/ADA547306.
|
[91] |
SARVGHAD-MOGHADDAM H, REZAEI A, ZIEJEWSKI M, et al. Correlative analysis of head kinematics and brain’s tissue response: a computational approach toward understanding the mechanisms of blast TBI [J]. Shock Waves, 2017, 27(6): 919–927. DOI: 10.1007/s00193-017-0749-1.
|
[92] |
SARVGHAD-MOGHADDAM H, REZAEI A, ZIEJEWSKI M, et al. Evaluation of brain tissue responses because of the underwash overpressure of helmet and faceshield under blast loading [J]. International Journal for Numerical Methods in Biomedical Engineering, 2017, 33(1): e02782. DOI: 10.1002/cnm.2782.
|
[93] |
DOWNES D, BOUAMOUL A, OUELLET S, et al. Development and validation of a biofidelic head form model to assess blast-induced traumatic brain injury [J]. The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology, 2018, 15(3): 257–267. DOI: 10.1177/1548512917737634.
|
[94] |
栗志杰, 由小川, 柳占立, 等. 一种物理头部模型和测试系统: CN108168827B [P]. 2018-06-15.
|
[95] |
YU X C, GHAJARI M. An assessment of blast modelling techniques for injury biomechanics research [J]. International Journal for Numerical Methods in Biomedical Engineering, 2019, 35(12): e3258. DOI: 10.1002/cnm.3258.
|
[96] |
YU X C, AZOR A, J SHARP D, et al. Mechanisms of tensile failure of cerebrospinal fluid in blast traumatic brain injury [J]. Extreme Mechanics Letters, 2020, 38: 100739. DOI: 10.1016/j.eml.2020.100739.
|
[97] |
TROSSEILLE X, TARRIÉRE C, LAVASTE F, et al. Development of a F. E. M. of the human head according to a specific test protocol [C]//Proceeding of the 36th Stapp Car Crash Conference. USA: SAE International, 1992. DOI: 10.4271/922527.
|
[98] |
SUTAR S, GANPULE S. Evaluation of blast simulation methods for modeling blast wave interaction with human head [J]. Journal of Biomechanical Engineering, 2022, 144(5): 051009. DOI: 10.1115/1.4053059.
|
[99] |
SKOTAK M, ALAY E, ZHENG J Q, et al. Effective testing of personal protective equipment in blast loading conditions in shock tube: comparison of three different testing locations [J]. PLoS One, 2018, 13(6): e0198968. DOI: 10.1371/journal.pone.0198968.
|
[100] |
MAO H J, ZHANG L Y, JIANG B H, et al. Development of a finite element human head model partially validated with thirty five experimental cases [J]. Journal of Biomechanical Engineering, 2013, 135(11): 111002. DOI: 10.1115/1.4025101.
|
[101] |
LYU D, ZHOU R Z, LIN C H, et al. Development and validation of a new anisotropic visco-hyperelastic human head finite element model capable of predicting multiple brain injuries [J]. Frontiers in Bioengineering and Biotechnology, 2022, 10: 831595. DOI: 10.3389/fbioe.2022.831595.
|
[102] |
ABOLFATHI N, NAIK A, CHAFI M S, et al. A micromechanical procedure for modelling the anisotropic mechanical properties of brain white matter [J]. Computer Methods in Biomechanics and Biomedical Engineering, 2009, 12(3): 249–262. DOI: 10.1080/10255840802430587.
|
[103] |
GRUJICIC M, D’ENTREMONT B, PANDURANGAN B, et al. A study of the blast-induced brain white-matter damage and the associated diffuse axonal injury [J]. Multidiscipline Modeling in Materials and Structures, 2012, 8(2): 213–245. DOI: 10.1108/15736101211251220.
|
[104] |
JAVID S, REZAEI A, KARAMI G. A micromechanical procedure for viscoelastic characterization of the axons and ECM of the brainstem [J]. Journal of the Mechanical Behavior of Biomedical Materials, 2014, 30: 290–299. DOI: 10.1016/j.jmbbm.2013.11.010.
|
[105] |
YOUSEFSANI S A, FARAHMAND F, SHAMLOO A. A three-dimensional micromechanical model of brain white matter with histology-informed probabilistic distribution of axonal fibers [J]. Journal of the Mechanical Behavior of Biomedical Materials, 2018, 88: 288–295. DOI: 10.1016/j.jmbbm.2018.08.042.
|
[106] |
WU T T, ALSHAREEF A, GIUDICE J S, et al. Explicit modeling of white matter axonal fiber tracts in a finite element brain model [J]. Annals of Biomedical Engineering, 2019, 47(9): 1908–1922. DOI: 10.1007/s10439-019-02239-8.
|
[107] |
GARIMELLA H T, KRAFT R H. Modeling the mechanics of axonal fiber tracts using the embedded finite element method [J]. International Journal for Numerical Methods in Biomedical Engineering, 2017, 33(5): e2823. DOI: 10.1002/cnm.2823.
|
[108] |
GUPTA R K, PRZEKWAS A J. A framework for multiscale modeling of warfighter blast injury protection [C]//The 6th International Conference on Computational Methods (ICCM2015). Auckland, New Zealand: ScienTech Publisher, 2015: 7.
|
[109] |
GUPTA R K, TAN X G, SOMAYAJI M R, et al. Multiscale modelling of blast-induced TBI mechanobiology: from body to neuron to molecule [J]. Defence Life Science Journal, 2017, 2(1): 3–13. DOI: 10.14429/dlsj.2.10369.
|
[110] |
PRZEKWAS A, GARIMELLA H T, TAN X G, et al. Biomechanics of blast TBI with time-resolved consecutive primary, secondary, and tertiary loads [J]. Military Medicine, 2019, 184(S1): 195–205. DOI: 10.1093/milmed/usy344.
|
[111] |
SUTAR S, GANPULE S. Investigation of wave propagation through head layers with focus on understanding blast wave transmission [J]. Biomechanics and Modeling in Mechanobiology, 2020, 19(3): 875–892. DOI: 10.1007/s10237-019-01256-9.
|
[112] |
RUBIO J E, UNNIKRISHNAN G, SAJJA V S S S, et al. Investigation of the direct and indirect mechanisms of primary blast insult to the brain [J]. Scientific Reports, 2021, 11(1): 16040. DOI: 10.1038/s41598-021-95003-9.
|
[113] |
NYEIN M K, JASON A M, YU L, et al. Reply to Moss et al: military and medically relevant models of blast-induced traumatic brain injury vs. ellipsoidal heads and helmets [J]. Proceedings of the National Academy of Sciences of the United States of America, 2011, 108(17): E83. DOI: 10.1073/pnas.1102626108.
|
[114] |
GUPTA R K, PRZEKWAS A. Mathematical models of blast-induced TBI: current status, challenges, and prospects [J]. Frontiers in Neurology, 2013, 4: 59. DOI: 10.3389/fneur.2013.00059.
|
[115] |
DU Z B, LI Z J, WANG P, et al. Revealing the effect of skull deformation on intracranial pressure variation during the direct interaction between blast wave and surrogate head [J]. Annals of Biomedical Engineering, 2022, 50(9): 1038–1052. DOI: 10.1007/s10439-022-02982-5.
|
[116] |
UNNIKRISHNAN G, MAO H J, SUNDARAMURTHY A, et al. A 3-D rat brain model for blast-wave exposure: effects of brain vasculature and material properties [J]. Annals of Biomedical Engineering, 2019, 47(9): 2033–2044. DOI: 10.1007/s10439-019-02277-2.
|
[117] |
康越, 张仕忠, 张远平, 等. 基于激波管评价的单兵头面部装备冲击波防护性能研究 [J]. 爆炸与冲击, 2021, 41(8): 085901. DOI: 10.11883/bzycj-2020-0395.
KANG Y, ZHANG S Z, ZHANG Y P, et al. Research on anti-shockwave performance of the protective equipment for the head of a soldier based on shock tube evaluation [J]. Explosion and Shock Waves, 2021, 41(8): 085901. DOI: 10.11883/bzycj-2020-0395.
|
[118] |
RADOVITZKY R, SOCRATE S, TABER K, et al. Investigations of tissue-level mechanisms of primary blast injury through modeling, simulation, neuroimaging and neuropathological studies [R]. Fort Belvoir, VA, USA: Defense Technical Information Center, 2012. DOI: 10.21236/ADA573887.
|
[119] |
SKOTAK M, SALIB J, MISISTIA A, et al. Factors contributing to increased blast overpressure inside modern ballistic helmets [J]. Applied Sciences, 2020, 10(20): 7193. DOI: 10.3390/app10207193.
|
[120] |
NYEIN M K, JASON A M, YU L, et al. In silico investigation of intracranial blast mitigation with relevance to military traumatic brain injury [J]. Proceedings of the National Academy of Sciences of the United States of America, 2010, 107(48): 20703–20708. DOI: 10.1073/pnas.1014786107.
|
[121] |
RODRÍGUEZ-MILLÁN M, TAN L B, TSE K M, et al. Effect of full helmet systems on human head responses under blast loading [J]. Materials and Design, 2017, 117: 58–71. DOI: 10.1016/j.matdes.2016.12.081.
|
[122] |
GOEL R. Study of an advanced helmet liner concept to reduce TBI: experiments and simulation using sandwich structures [D]. Cambridge, UK: Massachusetts Institute of Technology, 2011.
|
[123] |
TSE K M, BIN TAN L, ALI BIN SAPINGI M, et al. The role of a composite polycarbonate-aerogel face shield in protecting the human brain from blast-induced injury: a fluid-structure interaction (FSI) study [J]. Journal of Sandwich Structures and Materials, 2019, 21(7): 2484–2511. DOI: 10.1177/1099636217733369.
|
[124] |
LEE J, JING B B, PORATH L E, et al. Shock wave energy dissipation in catalyst-free poly (dimethylsiloxane) vitrimers [J]. Macromolecules, 2020, 53(12): 4741–4747. DOI: 10.1021/acs.macromol.0c00784.
|