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Prediction of Brain Injury Measures from Head Motion Parameters
ISSN: 0148-7191, e-ISSN: 2688-3627
Published February 01, 1977 by SAE International in United States
Annotation ability available
An analysis of experimental head impact data was preformed to demonstrate: (1) that kinematic waveforms contain information relating to head and brain injuries; and (2) that analysis techniques exist which can properly exploit this information to create injury predictive functions.
An experimental data base consisting of 26 monkey head impacts was utilized. Translational and rotational acceleration time histories of the head were available. Parameters computed from these kinematic waveforms were the input variables to an analysis technique. The output, or modeled, variable was the experimentalist's evaluation of the severity of injuries.
The results of the analysis are presented and it is concluded that it is possible to accurately model head and brain injury assessments from strictly head motion parameters. Subsequent analysis of the derived predictive functions reveals interesting insight into the relationship between the kinematic parameters and head injury and suggests potential strategies for head injury mitigation.
CitationMucciardi, A., Sanders, J., and Eppinger, R., "Prediction of Brain Injury Measures from Head Motion Parameters," SAE Technical Paper 770923, 1977, https://doi.org/10.4271/770923.
- Barron R. L. “Theory and Application of Cybernetic Systems: An Overview.” Proc. IEEE 1974 National Aerospace Electronics Conference (NAECON '74) Dayton, Ohio May 13-15 1974 107 118
- Fung Y. C. Perrone N. Anliker M. “Biomechanics, Its Foundation and Objectives.” Prentice Hall 1972
- Gilstrap, L. O. Jr. “Keys to Developing Machines with High-Level Artificial Intelligence.” Proc. ASME Design Engineering Conference New York April 19-22 1971
- Mucciardi A. N. “Neuromine Nets as the Basis for the Predictive Component of Robot Brains.” In Cybernetics, Artificial Intelligence and Cybernetics Spartan Books 1972 159 193
- Mucciardi A. N. Gose E. E. “An Automatic Clustering Algorithm and Its Properties in High-Dimensional Spaces.” IEEE Trans. Computers SMC-2 2 April 1972 247 254
- Mucciardi A. N. “Elements of Learning Control Systems With Applications to Industrial Processes.” Proc. 1972 IEEE Conference on Decision and Control New Orleans, La. December 13-15 1972 320 325
- Mucciardi A. N. Sanders J. D. Johnson E. R. “Nonlinear Multivariate Modeling of Head and Brain Injury Based on Head Motion Parameters.” Adaptronics, Inc. Final Technical Report to DOT/NHTSA under Contract No. DOT-HS-400882 June 1976
- Newton “Principia.” Book II, Section 7, Prop. 32
- Ommaya A. K. “Head Injury Mechanisms.” DOT-HS-800959 October 1973
- Stalnaker R. L. McElhaney J. H. Snyder R. S. Roberts V. L. “Door Crashworthiness Criteria.” DOT-HS-800-534 June 1971
- Stalnaker R. L. et. al. “Head Injury Evaluation: Criteria for Assessment of Field, Clinical, and Laboratory Data.” AAAM Conference San Diego, Ca. November 17-21 1975
- Stalnaker R. L. et. al. “Validation Studies for Head Impact Injury Model.” Final Technical Report on Contract No. DOT-HS-031-3-749 June 18 1976
- van Gierke H. “Symposium on Biodynamic Models and Their Applications.” October 26-28 1970 Wright-Patterson Air Force Base Ohio AMRL-TR-71-29
- Feynman Leighton Sands “The Feynman Lecture Series on Physics, Vol. 1.” Addison - Wesley 1963
- Young H. D. “Mechanics and Heat.” McGraw-Hill 1964