In Vivo Evaluation of Wearable Head Impact Sensors

Annals of Biomedical Engineering

Volumn 44, Issue 4, 2016, Pages 1234-1245

  Wu, Lyndia C ^a   Nangia, Vaibhav ^a   Bui, Kevin ^a   Hammoor, Bradley ^a   Kurt, Mehmet ^a   Hernandez, Fidel ^a   Kuo, Calvin ^a   Camarillo, David B ^a  

^a Stanford University   (United States)

Author keywords

Head impact sensors; High speed video; Instrumented mouthguard; Instrumented skin patch; Instrumented skull cap; Soft tissue modeling; Traumatic brain injury; Wearable sensors

Indexed keywords

BRAIN; DISPLACEMENT MEASUREMENT; ERRORS; HIGH SPEED CAMERAS; TISSUE; VISCOELASTICITY; WEARABLE TECHNOLOGY;

HEAD IMPACT; HIGH-SPEED VIDEO; INSTRUMENTED MOUTHGUARD; INSTRUMENTED SKULL CAP; SKIN PATCH; SOFT TISSUE MODELING; TRAUMATIC BRAIN INJURIES;

WEARABLE SENSORS;

ACCELERATION; ADULT; ARTICLE; CLINICAL EVALUATION; HEAD MOVEMENT; HUMAN; HUMAN EXPERIMENT; IN VIVO STUDY; KINEMATICS; MALE; MEASUREMENT ERROR; PREDICTION; PRIORITY JOURNAL; ROTATION; SENSOR; SKULL; SOCCER; VISCOELASTICITY; WEARABLE HEAD IMPACT SENSOR; BIOLOGICAL MODEL; BIOMECHANICS; DEVICES; HEAD INJURY; INJURIES; MOUTH PROTECTOR; PHYSIOLOGY; SKIN; TELEMETRY; VIDEORECORDING;

ADULT; BIOMECHANICAL PHENOMENA; CRANIOCEREBRAL TRAUMA; HEAD MOVEMENTS; HUMANS; MALE; MODELS, BIOLOGICAL; MOUTH PROTECTORS; SKIN; SOCCER; TELEMETRY; VIDEO RECORDING;

EID: 84939605292     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-015-1423-3     Document Type: Article

References (28)

1. Bartsch, A., S. Samorezov, E. Benzel, V. Miele, and D. Brett. Validation of an “intelligent mouthguard” single event head impact dosimeter. Stapp Car Crash J. 58:1–27, 2014.
2. 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.
3. Bouguet, J. Y. Camera Calibration Toolbox for Matlab. http://www.vision.caltech.edu/bouguetj/calib_doc/, 2013.
4. 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.
5. Christopher, J. J., M. R. Sochor, J. Pellettiere, and R. S. Salzar. Assessment of Ear- and Tooth-Mounted Accelerometers as Representative of Human Head Response. SAE Technical Paper No. 2013-01-0805, 2013.
6. 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. Sport Med. 15(1):3–8, 2005.
7. Ewins, D. J. Modal Testing: Theory, Practice and Application, 2nd edn. Hertfordshire: Research Studies Press Ltd., 2000.
8. Federal Motor Vehicle Safety Standards (FMVSS). 571.202a. Section 571, Standard 202a-Head restraints, 2014.
9. Funk, J. R., J. M. Cormier, C. E. Bain, H. Guzman, and E. Bonugli. Validation and Application of a Methodology to Calculate Head Accelerations and Neck Loading in Soccer Ball Impacts. SAE Technical Paper No. 2009-01-0251, 2009.
10. Heikkila, J. and O. Silvén. A Four-step Camera Calibration Procedure with Implicit Image Correction. In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1997, pp. 1106–1112.
11. Hernandez, F., P. B. Shull, and D. B. Camarillo. Evaluation of a laboratory model of human head impact biomechanics. J. Biomech., 2015 (in press).
12. Hernandez, F., L. C. Wu, M. C. Yip, K. Laksari, A. R. Hoffman, J. R. Lopez, G. A. Grant, S. Kleiven, and D. B. Camarillo. Six degree-of-freedom measurements of human mild traumatic brain injury. Ann. Biomed. Eng. 43(8):1918–1934, 2014.
13. 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.
14. 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.
15. Kim, W., A. S. Voloshin, S. H. Johnson, and A. Simkin. Measurement of the impulsive bone motion by skin-mounted accelerometers. J. Biomech. Eng. 115(1):47–52, 1993.
16. Knox, T. Validation of Earplug Accelerometers as a Means of Measuring Head Motion. SAE Technical Paper No. 2004-01-3538, 2004.
17. Lucchetti, L., A. Cappozzo, A. Cappello, and U. D. Croce. Skin movement artefact assessment and compensation in the estimation of knee-joint kinematics. J. Biomech. 31(11):977–984, 1998.
18. 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):796, 2003.
19. Reinschmidt, C., B. M. Nigg, A. Lundberg, A. J. van den Bogert, and N. Murphy. Effect of skin movement on the analysis of skeletal knee joint motion during running. J. Biomech. 30(1):729–732, 1997.
20. 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.
21. 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.
22. Salzar, R. S., C. R. Dale Bass, and J. A. Pellettiere. Improving earpiece accelerometer coupling to the head. SAE Technical Paper No. 2008-01-2978, 2014.
23. Shewchenko, N., C. Withnall, M. Keown, R. Gittens, and J. Dvorak. Heading in football. Part 1: development of biomechanical methods to investigate head response. Br. J. Sports Med. 39(Suppl 1):10–25, 2005.
24. Shultz, R., A. E. Kedgley, and T. R. Jenkyn. Quantifying skin motion artifact error of the hindfoot and forefoot marker clusters with the optical tracking of a multi-segment foot model using single-plane fluoroscopy. Gait Posture 34(1):44–48, 2011.
25. Takhounts, E. G., M. J. Craig, K. Moorhouse, J. McFadden, and V. Hasija. Development of brain injury criteria (BrIC). Stapp Car Crash J. 57:243–266, 2013.
26. Trujillo, D. M. and H. R. Busby. A mathematical method for the measurement of bone motion with skin-mounted accelerometers. J. Biomech. Eng. 112:229–231, 1990.
27. Wu, L. C., L. Zarnescu, V. Nangia, B. Cam, and D. B. Camarillo. A head impact detection system using SVM classification and proximity sensing in an instrumented mouthguard. IEEE Trans. Biomed. Eng. 61(11):2659–2668, 2014.
28. Zhang, Z. Flexible camera calibration by viewing a plane from unknown orientations. In: Proceedings of the Seventh IEEE International Conference on Computer Vision, vol. 1, pp. 666–673. 1999.