Erratum to: Six Degree-of-Freedom Measurements of Human Mild Traumatic Brain Injury (Annals of Biomedical Engineering Vol., (43:8), 2015, (1918-1934), 10.1007/s10439-014-1212-4);Six Degree-of-Freedom Measurements of Human Mild Traumatic Brain Injury

Annals of Biomedical Engineering

Volumn 43, Issue 8, 2015, Pages 1918-1934

  Hernandez, Fidel ^a   Wu, Lyndia C ^a   Yip, Michael C ^a   Laksari, Kaveh ^a   Hoffman, Andrew R ^b   Lopez, Jaime R ^c   Grant, Gerald A ^c   Kleiven, Svein ^d   Camarillo, David B ^a  

^a Stanford University   (United States)

^b STANFORD UNIVERSITY SCHOOL OF MEDICINE   (United States)

^c STANFORD UNIVERSITY   (United States)

^d ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

Author keywords

Brain strain; Concussion; Finite element model; Instrumented mouthguard; Mild traumatic brain injury (mTBI); Six degree of freedom (6DOF) kinematics

Indexed keywords

BRAIN; END EFFECTORS; FINITE ELEMENT METHOD; FORECASTING; KINEMATICS; ROTATION;

BRAIN STRAINS; CONCUSSION; INSTRUMENTED MOUTHGUARD; MILD TRAUMATIC BRAIN INJURIES; SIX DEGREE-OF-FREEDOM;

DEGREES OF FREEDOM (MECHANICS);

ACCELERATION; ACCELEROMETER; ADULT; ARTICLE; BRAIN CONCUSSION; CASE REPORT; CORPUS CALLOSUM; DIAGNOSTIC PROCEDURE; EQUIPMENT DESIGN; HEAD MOVEMENT; HUMAN; KINEMATICS; MALE; MATHEMATICAL ANALYSIS; MEASUREMENT ACCURACY; MOUTH PROTECTOR; NEUROLOGIC EXAMINATION; PATIENT SAFETY; PRIORITY JOURNAL; PROGNOSIS; SIX DEGREE OF FREEDOM MEASUREMENT; TRAUMATIC BRAIN INJURY; VALIDATION STUDY; ATHLETIC INJURIES; BIOMECHANICS; BRAIN INJURIES; CLINICAL TRIAL; FEMALE; PATHOLOGY; PATHOPHYSIOLOGY; SPORT;

ADULT; ATHLETIC INJURIES; BIOMECHANICAL PHENOMENA; BRAIN INJURIES; FEMALE; HUMANS; MALE; SPORTS;

EID: 84937922371     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-015-1487-0     Document Type: Erratum

References (80)

1. Abrahams, S., S. Mc Fie, J. Patricios, M. Posthumus, and A. V. September. Risk factors for sports concussion: an evidence-based systematic review. Br. J. Sports Med. 2013. doi:10.1136/bjsports-2013-092734.
2. Allison, M. A., Y. S. Kang, J. H. Bolte, M. R. Maltese, and K. B. Arbogast. Validation of a helmet-based system to measure head impact biomechanics in ice hockey. Med. Sci. Sports Exerc. 46(1):115–123, 2014.
3. Arbogast, K. B., and S. S. Margulies. Material characterization of the brainstem from oscillatory shear tests. J. Biomech. 31(9):801–807, 1998.
4. Arenth, P. M., K. C. Russell, J. M. Scanlon, L. J. Kessler, and J. H. Ricker. Corpus callosum integrity and neuropsychological performance after traumatic brain injury: a diffusion tensor imaging study. J. Head Trauma Rehabil. 29(2):E1–E10, 2014.
5. Bartsch, A., and S. Samorezov. A new technology to accurately measure head impact in athletes and soldiers. Environmental Monitoring 1:2, 2013.
6. Bayly, P. V., T. Cohen, E. Leister, D. Ajo, E. Leuthhardt, and G. Genin. Deformation of the human brain induced by mild acceleration. J. Neurotrauma 22(8):845–856, 2005.
7. Beckwith, J. G., J. J. Chu, and R. M. Greenwald. Validation of a noninvasive system for measuring head acceleration for use during boxing competition. J. Appl. Biomech. 23(3):238–244, 2007.
8. Beckwith, J. G., R. M. Greenwald, and J. J. Chu. Measuring head kinematics in football: correlation between the head impact telemetry system and Hybrid III headform. Ann. Biomed. Eng. 40(1):237–248, 2012.
9. Beckwith, J. G., R. M. Greenwald, J. J. Chu, J. J. Crisco, S. Rowson, S. M. Duma, S. P. Broglio, T. W. Mcallister, K. M. Guskiewicz, J. P. Mihalik, S. Anderson, B. Schnebel, and P. G. Brolinson. Timing of concussion diagnosis is related to head impact exposure prior to injury. Med. Sci. Sports Exerc. 45(4):747–754, 2013.
10. Bianchi, A., B. Bhanu, and A. Obenaus. Dynamic low-level context for the detection of mild traumatic brain injury. IEEE Trans. Biomed. Eng. 2014. doi:10.1109/TBME.2014.2342653.
11. Browne, K. D., X. Chen, D. F. Meaney, and D. H. Smith. Mild traumatic brain injury and diffuse axonal injury in swine. J. Neurotrauma 28(9):1747–1755, 2011.
12. Caccese, V., J. Ferguson, J. Lloyd, M. Edgecomb, M. Seidi, and M. Hajiaghamemar. Response of an impact test apparatus for fall protective headgear testing using a Hybrid-III head/neck assembly. Exp. Tech. 2014. doi:10.1111/ext.12079.
13. Camarillo, D. B., P. B. Shull, J. Mattson, R. Shultz, and D. Garza. An instrumented mouthguard for measuring linear and angular head impact kinematics in American football. Ann. Biomed. Eng. 41(9):1939–1949, 2013.
14. Cao, C., R. L. Tutwiler, and S. Slobounov. Automatic classification of athletes with residual functional deficits following concussion by means of EEG signal using support vector machine. IEEE Trans. Neural Syst. Rehabil. Eng. 16(4):327–335, 2008.
15. Cassidy, J. D., L. J. Carroll, P. M. Peloso, J. Borg, H. von Holst, L. Holm, J. Kraus, and V. Coronado. Incidence, risk factors and prevention of mild traumatic brain injury: results of the WHO Collaborating Centre Task Force on Mild Traumatic Brain Injury. J Rehabil Med 43(Suppl):28–60, 2004.
16. Coats, B., S. A. Eucker, S. Sullivan, and S. S. Margulies. Finite element model predictions of intracranial hemorrhage from non-impact, rapid head rotations in the piglet. Int. J. Dev. Neurosci. 30(3):191–200, 2012.
17. DeKosky, S. T., K. Blennow, M. D. Ikonomovic, and S. Gandy. Acute and chronic traumatic encephalopathies: pathogenesis and biomarkers. Nat. Rev. Neurol. 9(4):192–200, 2013.
18. Denny-Brown, D. E., and W. R. Russell. Experimental cerebral concussion. Brain 64(2–3):93–164, 1941.
19. Duma, S. M., S. J. Manoogian, W. R. Bussone, P. G. Brolinson, M. W. Goforth, J. J. Donnenwerth, R. M. Greenwald, J. J. Chu, and J. J. Crisco. Analysis of real-time head accelerations in collegiate football players. Clin. J. Sports Med. 15(1):3–8, 2005.
20. Eucker, S. A., C. Smith, J. Ralston, S. H. Friess, and S. S. Margulies. Physiological and histopathological responses following closed rotational head injury depend on direction of head motion. Exp. Neurol. 227(1):79–88, 2011.
21. Federal Motor Vehicle Safety Standards (FMVSS). Part 571, Standard No. 202a–Head restraints. pp. 531–545, 2014.
22. Feng, Y., R. J. Okamoto, R. Namani, G. M. Genin, and P. V. Bayly. Measurements of mechanical anisotropy in brain tissue and implications for transversely isotropic material models of white matter. J. Mech. Behav. Biomed. Mater. 23:117–132, 2013.
23. Gadd, C. Use of a weighted impulse criterion for estimating injury hazard. Proceedings of the 10th Stapp Car Crash Conference, 1966, pp. 164–174.
24. Gazzaniga, M., R. B. Irvy, and G. R. Mangun. Cognitive Neuroscience The Biology of the Mind. New York: W. W. Norton & Company, 1998.
25. Gennarelli, T. A. Mechanisms of brain injury. J. Emerg. Med. 11:5–11, 1992.
26. Gennarelli, T. A., L. E. Thibault, J. H. Adams, D. I. Graham, C. J. Thompson, and R. P. Marcincin. Diffuse axonal injury and traumatic coma in the primate. Ann. Neurol. 12(6):564–574, 1982.
27. Giordano, C., and S. Kleiven. Connecting fractional anisotropy from medical images with mechanical anisotropy of a hyperviscoelastic fibre-reinforced constitutive model for brain tissue. J. R. Soc. Interface 11:20130914, 2013.
28. Goldstein, L. E., A. M. Fisher, C. A. Tagge, X.-L. Zhang, L. Velisek, J. A. Sullivan, C. Upreti, J. M. Kracht, M. Ericsson, M. W. Wojnarowicz, C. J. Goletiani, G. M. Maglakelidze, N. Casey, J. A. Moncaster, O. Minaeva, R. D. Moir, C. J. Nowinski, R. A. Stern, R. C. Cantu, J. Geiling, J. K. Blusztajn, B. L. Wolozin, T. Ikezu, T. D. Stein, A. E. Budson, N. W. Kowall, D. Chargin, A. Sharon, S. Saman, G. F. Hall, W. C. Moss, R. O. Cleveland, R. E. Tanzi, P. K. Stanton, and A. C. McKee. Chronic traumatic encephalopathy in blast-exposed military veterans and a blast neurotrauma mouse model. Sci. Transl. Med. 4(134):134–160, 2012.
29. Greenwald, R., J. Gwin, J. Chu, and J. Crisco. Head impact severity measures for evaluating mild traumatic brain injury risk exposure. Neurosurgery 62(4):789–798, 2008.
30. Gurdjian, E. S., H. R. Lissner, F. R. Latimer, B. F. Haddad, and J. E. Webster. Quantitative determination of acceleration and intracranial pressure in experimental head injury; preliminary report. Neurology 3(6):417–423, 1953.
31. Guskiewicz, K. M., M. McCrea, S. W. Marshall, R. C. Cantu, C. Randolph, W. Barr, J. A. Onate, and J. P. Kelly. Cumulative effects associated with recurrent concussion in collegiate football players: the NCAA Concussion Study. JAMA 290(19):2549–2555, 2003.
32. Hardy, W. N., C. D. Foster, M. J. Mason, K. H. Yang, A. I. King, and S. Tashman. Investigation of head injury mechanisms using neutral density technology and high-speed biplanar x-ray. Stapp Car Crash J. 45:337–368, 2001.
33. Hardy, W. N., M. J. Mason, C. D. Foster, C. S. Shah, J. M. Kopacz, H. Yang, A. I. King, J. Bishop, and M. Bey. A study of the response of the human cadaver head to impact. Stapp Car Crash J. 51:17–80, 2008.
34. Harmon, K. G., J. A. Drezner, M. Gammons, K. M. Guskiewicz, M. Halstead, S. A. Herring, J. S. Kutcher, A. Pana, M. Putukian, and W. O. Roberts. American Medical Society for Sports Medicine position statement: concussion in sport. Br. J. Sports Med. 47(1):15–26, 2013.
35. Higgins, M., P. D. Halstead, L. Snyder-Mackler, and D. Barlow. Measurement of impact acceleration: mouthpiece accelerometer versus helmet accelerometer. J. Athl. Train. 42(1):5–10, 2007.
36. Hoge, C. W., D. McGurk, J. L. Thomas, A. L. Cox, C. C. Engel, and C. A. Castro. Mild traumatic brain injury in U.S. Soldiers returning from Iraq. N. Engl. J. Med. 358(5):453–463, 2008.
37. Holbourn, A. H. S. Mechanics of head injuries. Lancet 242(6267):438–441, 1943.
38. Hosmer, D. W., S. Lemeshow, and R. X. Sturdivant. Applied Logistic Regression (3rd ed.). Hoboken, NJ: Wiley, 2013.
39. Jadischke, R., D. C. Viano, N. Dau, A. I. King, and J. McCarthy. On the accuracy of the Head Impact Telemetry (HIT) System used in football helmets. J. Biomech. 46(13):2310–2315, 2013.
40. Ji, S., H. Ghadyani, R. P. Bolander, J. G. Beckwith, J. C. Ford, T. W. McAllister, L. A. Flashman, K. D. Paulsen, K. Ernstrom, S. Jain, R. Raman, L. Zhang, and R. M. Greenwald. Parametric comparisons of intracranial mechanical responses from three validated finite element models of the human head. Ann. Biomed. Eng. 42(1):11–24, 2014.
41. Kang, Y., K. Moorhouse, and J. H. Bolte. Measurement of six degrees of freedom head kinematics in impact conditions employing six accelerometers and three angular rate sensors (6aω configuration). J. Biomech. Eng. 133(11):111007, 2011.
42. Kimpara, H., and M. Iwamoto. Mild traumatic brain injury predictors based on angular accelerations during impacts. Ann. Biomed. Eng. 40(1):114–126, 2012.
43. Kimpara, H., Y. Nakahira, and M. Iwamoto. Head injury prediction methods based on 6 degree of freedom head acceleration measurements during impact. Int. J. Automot. Eng. 2:13–19, 2011.
44. King, A. I., K. H. Yang, L. Zhang, W. Hardy, and D. C. Viano. Is head injury caused by linear or angular acceleration? Proceedings of the 2003 International IRCOBI Conference on the Biomechanics of Impact, pp. 1–12, 2003.
45. Kleinberger, M., E. Sun, R. Eppinger, S. Kuppa, and R. Saul. Head Injury Criteria. Development of Improved Injury Criteria for the Assessment of Advanced Automotive Restraint Systems, Washington, D.C.: National Highway Traffic Safety Administration, 1998, pp. 12–17.
46. Kleiven, S. Evaluation of head injury criteria using a finite element model validated against experiments on localized brain motion, intracerebral acceleration, and intracranial pressure. Int. J. Crashworthines 11(1):65–79, 2006.
47. Kleiven, S. Predictors for traumatic brain injuries evaluated through accident reconstructions. Stapp Car Crash J. 51:81–114, 2007.
48. Margulies, S. S., and L. E. Thubault. A proposed tolerance criterion for diffuse axonal injury in man. J. Biomech. 25(8):917–923, 1992.
49. Marjoux, D., D. Baumgartner, C. Deck, and R. Willinger. Head injury prediction capability of the HIC, HIP, SIMon and ULP criteria. Accid. Anal. Prev. 40(3):1135–1148, 2008.
50. Moon, D. W., C. W. Beedle, and C. R. Kovacic. Peak head acceleration of athletes during competition—football. Med. Sci. Sports 3(1):44–50, 1971.
51. National Operating Committee on Standards for Athletic Equipment (NOCSAE). Paper No. ND001-11m12. Standard Test Method and Equipment Used in Evaluating the Performance Characteristics of Protective Headgear/Equipment. 2012.
52. Naunheim, R. S., P. V. Bayly, J. Standeven, J. S. Neubauer, L. M. Lewis, and G. M. Genin. Linear and angular head accelerations during heading of a soccer ball. Med. Sci. Sports Exerc. 35(8):1406–1412, 2003.
53. Naunheim, R. S., J. Standeven, C. Richter, and L. M. Lewis. Comparison of impact data in hockey, football, and soccer. J. Trauma 48(5):938–941, 2000.
54. Newman, J. A generalized acceleration model for brain injury threshold (GAMBIT). Proceedings of the 1986 International IRCOBI Conference on the Biomechanics of Impact, 1986, pp. 121–131.
55. Newman, J. A., C. Barr, M. Beusenberg, E. Fournier, N. Shewchenko, E. Welbourne, and C. Withnall. A new biomechanical assessment of mild traumatic brain injury. Part 2: Results and conclusions. Proceedings of the 2000 International IRCOBI Conference on the Biomechanics of Impact, 2000, pp. 223–233.
56. Newman, J. A., M. C. Beusenberg, N. Shewchenko, C. Withnall, and E. Fournier. Verification of biomechanical methods employed in a comprehensive study of mild traumatic brain injury and the effectiveness of American football helmets. J. Biomech. 38(7):1469–1481, 2005.
57. Newman, J., N. Shewchenko, and E. Welbourne. A proposed new biomechanical head injury assessment function-the maximum power index. Stapp Car Crash J. 44:215–247, 2000.
58. Newman, J. A., N. Shewchenko, and E. Welbourne. A proposed new biomechanical head injury assessment function—The Maximum Power Index. Stapp Car Crash J. 44(724):362, 2000.
59. Ommaya, A. K., F. Faas, and P. Yarnell. Whiplash injury and brain damage: an experimental study. JAMA 204(4):285–289, 1968.
60. Ommaya, A. K., and T. A. Gennarelli. Cerebral concussion and traumatic unconsciousness. Correlation of experimental and clinical observations of blunt head injuries. Brain 97(4):633–654, 1974.
61. Ommaya, A., and A. Hirsch. Tolerances for cerebral concussion from head impact and whiplash in primates. J. Biomech. 4(1):13–21, 1971.
62. Ommaya, A., A. Hirsch, E. Flamm, and R. Mahone. Cerebral concussion in the monkey: an experimental model. Science 153(3732):211–212, 1966.
63. Pellman, E. J., D. C. Viano, A. M. Tucker, and I. R. Casson. Concussion in professional football, Part 1: reconstruction of game impacts and injuries. Neurosurgery 53(4):799–812, 2003.
64. Pincemaille, Y., X. Trosseille, P. Mack, C. Tarriere, F. Breton, B. Renault, U. R. A. U. D. Recherche, and C. Pathologie. Some new data related to human tolerance obtained from volunteer boxers. Proceedings of the 33rd Stapp Car Crash Conference, SAE Paper No. 892435, 1989, pp. 177–190.
65. Prichep, L., and A. Jacquin. Classification of traumatic brain injury severity using informed data reduction in a series of binary classifier algorithms. IEEE Trans. Neural Syst. Rehabil. Eng. 20(6):806–822, 2012.
66. Qian, H., Y. Mao, W. Xiang, and Z. Wang. Home environment fall detection system based on a cascaded multi-SVM classifier. Proceedings of the 10th IEEE Conference on Control, Automation, Robotics and Vision, 2008, pp. 17–20.
67. Reid, S. E., H. M. Epstein, T. J. O’Dea, and M. W. Louis. Head protection in football. J. Sports Med. 2(2):86–92, 1974.
68. Roth, T. L., D. Nayak, T. Atanasijevic, A. P. Koretsky, L. L. Latour, and D. B. McGavern. Transcranial amelioration of inflammation and cell death after brain injury. Nature 505(7482):223–228, 2014.
69. Rowson, S., J. G. Beckwith, J. J. Chu, D. S. Leonard, R. M. Greenwald, and S. M. Duma. A six degree of freedom head acceleration measurement device for use in football. J. Appl. Biomech. 27(1):8–14, 2011.
70. Rowson, S., G. Brolinson, M. Goforth, D. Dietter, and S. M. Duma. Linear and angular head acceleration measurements in collegiate football. J. Biomech. Eng. 131(6):061016, 2009.
71. Rowson, S., and S. M. Duma. Development of the STAR evaluation system for football helmets: integrating player head impact exposure and risk of concussion. Ann. Biomed. Eng. 39(8):2130–2140, 2011.
72. Rowson, S., S. M. Duma, J. G. Beckwith, J. J. Chu, R. M. Greenwald, J. J. Crisco, P. G. Brolinson, A.-C. Duhaime, T. W. McAllister, and A. C. Maerlender. Rotational head kinematics in football impacts: an injury risk function for concussion. Ann. Biomed. Eng. 40(1):1–13, 2012.
73. Smith, D. H., V. E. Johnson, and W. Stewart. Chronic neuropathologies of single and repetitive TBI: substrates of dementia? Nat. Rev. Neurol. 9(4):211–221, 2013.
74. Smith, D. H., M. Nonaka, R. Miller, M. Leoni, X. H. Chen, D. Alsop, and D. F. Meaney. Immediate coma following inertial brain injury dependent on axonal damage in the brainstem. J. Neurosurg. 93(2):315–322, 2000.
75. Takhounts, E. G., M. J. Craig, K. Moorhouse, J. Mcfadden, and V. Hasija. Development of brain injury criteria (BrIC). Stapp Car Crash J. 57:1–24, 2013.
76. Takhounts, E. G., S. A. Ridella, V. Hasija, R. E. Tannous, J. Q. Campbell, D. Malone, K. Danelson, J. Stitzel, S. Rowson, and S. Duma. Investigation of traumatic brain injuries using the next generation of simulated injury monitor (SIMon) finite element head model. Stapp Car Crash J. 52:1–31, 2008.
77. Ungerleider, L. G., and M. Mishkin. Two cortical visual systems. Analysis of Visual Behavior, Cambridge, MA: MIT Press, 1982, pp. 549–586.
78. Versace, J. A review of the Severity Index. Proceedings of the 15th Stapp Car Crash Conference, SAE Paper No. 710881, 1971, pp. 771–796.
79. Ward, C., M. Chan, and A. Nahum. Intracranial pressure–a brain injury criterion. Stapp Car Crash J. 801304:163–185, 1980.
80. Zhang, L., K. H. Yang, and A. I. King. A proposed injury threshold for mild traumatic brain injury. J. Biomech. Eng. 126(2):226, 2004.