Shannon and Renyi entropies to classify effects of mild Traumatic brain injury on postural sway

PLoS ONE

Volumn 6, Issue 9, 2011, Pages

  Gao, Jianbo ^a   Hu, Jing ^b   Buckley, Thomas ^c   White, Keith ^d   Hass, Chris ^e  

^a PMB Intelligence LLC   (United States)

^b Thermo Fisher Scientific   (United States)

^c GEORGIA SOUTHERN UNIVERSITY   (United States)

^d University of Florida ^*  (United States)

^e UNIVERSITY OF FLORIDA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BODY EQUILIBRIUM; BODY POSTURE; CLINICAL ARTICLE; CLINICAL ASSESSMENT TOOL; CONTROLLED STUDY; DISEASE CLASSIFICATION; ENTROPY; FRACTAL ANALYSIS; HUMAN; LONG TERM CARE; MATHEMATICAL ANALYSIS; MILD TRAUMATIC BRAIN INJURY; MOTION; POSTURAL SWAY; POWER ANALYSIS; SHANNON AND RENYI ENTROPY; TIME SERIES ANALYSIS; TRAUMATIC BRAIN INJURY; WEAKNESS; ADULT; ATHLETE; BRAIN CONCUSSION; BRAIN INJURY; CLASSIFICATION; HOSPITALIZATION; PRESSURE; PUBLIC HEALTH; STATISTICAL MODEL; TIME;

ADULT; ATHLETES; BRAIN CONCUSSION; BRAIN INJURIES; ENTROPY; FRACTALS; HUMANS; MODELS, STATISTICAL; POSTURAL BALANCE; POSTURE; PRESSURE; PUBLIC HEALTH; SEVERITY OF ILLNESS INDEX; TIME FACTORS;

EID: 80052625738     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0024446     Document Type: Article

References (37)

1. National Center for Injury Prevention and Control (2003) Report to Congress on Mild Traumatic Brain Injury in the United States: Steps to Prevent a Serious Public Health Problem Atlanta, GA Centers for Disease Control and Prevention.
2. Finkelstein EA, Corso PS, Miller TR, (2006) The Incidence and Economic Burden of Injuries in the United States Oxford University Press, New York.
3. Aubry M, Cantu R, Dvorak J, Graf-Baumann T, Johnston KM, et al. (2002) Concussion in Sport (CIS) Group. Summary and agreement statement of the 1st international symposium on concussion in sport. Clin J Sport Med 12: 6-11.
4. Langlois JA, Rutland-Brown W, Wald MM, (2006) The epidemiology and impact of traumatic brain injury. A brief overview. J Head Trauma Reahbil 21: 375-378.
5. McCrea M, Hammeke T, Olsen G, Leo P, Guskiewicz K, (2004) Unreported concussion in high school football players: implications for prevention. Clin J Sport Med 14: 13-17.
6. Hoge CW, McGurk D, Thomas JL, Cox AL, Engel CC, et al. (2008) Mild traumatic brain injury in U.S. soldiers returning from Iraq. N Engl J Med 31: 453-463.
7. Broglio SP, Macciocchi SN, Ferrara MS, (2007) Sensitivity of the concussion assessment battery. Neurosurgery 60: 1050-1057.
8. Chen JK, Johnston KM, Frey S, Petrides M, Worsley K, et al. (2004) Functional Abnormalities in Symptomatic Concussed Athletes: an fMRI study. Neuroimage 22: 68-82.
9. Guskiewicz KM, Mihalik JP, Shankar V, Marshall SW, Crowell DH, et al. (2007) Measurement of head impacts in collegiate football players: relationship between head impact biomechanics and acute clinical outcome after concussion. Neurosurgery 61: 1244-1252.
10. McCrea M, Kelly JP, Randolph C, Cisler R, Berger L, (2002) Immediate neurocognitive effects of concussion. Neurosurgery 50: 1032-1042.
11. Valovich TC, Perrin DH, Gansneder BM, (2003) Repeat Administration Elicits a Practice Effect With the Balance Error Scoring System but Not With the Standardized Assessment of Concussion in High School Athletes. J Athl Train 38: 51-56.
12. Cantu RC, (1998) Second-impact syndrome. Clin Sports Med 17: 37-44.
13. Guskiewicz KM, Marshall SW, Bailes J, McCrea M, Cantu RC, et al. (2005) Association between recurrent concussion and late-life cognitive impairment in retired professional football players. Neurosurgery 57: 719-726.
14. McKee AC, Cantu RC, Nowinski CJ, Hedley-Whyte ET, Gavett BE, et al. (2009) Chronic Traumatic Encephalopathy in Athletes: Progressive Tauopathy After Repetitive Head Injury. Journal of Neuropathology and Experimental Neurology 68: 709-735.
15. McKee AC, Gavett BE, Stern RA, Nowinski CJ, Cantu RC, et al. (2010) TDP-43 Proteinopathy and Motor Neuron Disease in Chronic Traumatic Encephalopathy. J Neuropathol Exp Neurol 69: 918-929.
16. McCrory P, Meeuwisse W, Johnston K, Dvorak J, Aubry M, et al. (2009) Consensus statement on concussion in sport: the 3rd International Conference on Concussion in Sport held in Zurich, November 2008. J Athl Train 44: 434-448.
17. Guskiewicz KM, Perrin DH, Gansneder BM, (1996) Effect of mild head injury on postural stability in athletes. J Athl Train 31: 300-306.
18. Guskiewicz KM, Ross SE, Marshall SW, (2001) Postural stability and neuropsychological deficits after concussion in collegiate athletes. J Athl Train 36: 263-273.
19. McCrea M, Guskiewicz KM, Marshall SW, Barr W, Randolph C, et al. (2003) Acute effects and recovery time following concussion in collegiate football players: the NCAA Concussion Study. JAMA 290: 2556-2563.
20. Mrazik M, Ferrara MS, Peterson CL, Elliott RE, Courson RW, et al. (2000) Injury severity and neuropsychological and balance outcomes of four college athletes. Brain Inj 14: 921-931.
21. Amoud H, Abadi M, Hewson DJ, Michel-Pellegrino V, Doussot M, et al. (2007) Fractal time series analysis of postural stability in elderly and control subjects. Journal of NeuroEngineering and Rehabilitation 4: 12.
22. Riley MA, Turvey MT, (2002) Variability and determinism in motor behavior. Journal of Motor Behavior 34: 99-125.
23. Duarte M, Sternad D, (2008) Complexity of human postural control in young and older adults during prolonged standing. Experimental Brain Research 191: 265-276.
24. Thurner S, Mittermaier C, Ehrenberger K, (2002) Change of complexity patterns in human posture during aging. Audiology Neuro-Otology 7: 240-248.
25. Slobounov S, Cao C, Sebastianelli W, Slobounov E, Newell K, (2008) Residual deficits from concussion as revealed by virtual time to contact measures of postural stability. Clin Neurophys 119: 281-289.
26. Cavanaugh JT, Guskiewicz KM, Giuliani C, Marshal S, Mercer V, et al. (2005) Detecting altered postural control after cerebral concussion in athletes with normal postural stability. British Journal of Sports Medicine 39: 805-811.
27. Sosnoff JJ, Broglio SP, Shin SH, Ferrara MS, (2011) Previous Mild Traumatic Brain Injury and Postural- Control Dynamics. Journal of Athletic Training 46: 85-91.
28. Cantu RC, (2001) Posttraumatic Retrograde and Anterograde Amnesia: Pathophysiology and Implications in Grading and Safe Return to Play. Journal of Athletic Training 36: 244-248.
29. Gao JB, Cao YH, Tung WW, Hu J, (2007) Multiscale Analysis of Complex Time Series - Integration of Chaos and Random Fractal Theory, and Beyond Wiley Interscience, New York.
30. Gao JB, Hu J, Tung WW, Cao YH, Sarshar N, et al. (2006) Assessment of long range correlation in time series: How to avoid pitfalls. Phys Rev E 73: 016117.
31. Peng CK, Buldyrev SV, Havlin S, Simons M, Stanley HE, et al. (1994) Mosaic Organization of DNA Nucleotides. Phys Rev E 49: 1685-1689.
32. Mandelbrot BB, (1982) The Fractal Geometry of Nature San Francisco, Freeman.
33. Hunt T, Asplund C, (2010) Concussion assessment and management. Clin Sports Med 29: 5-17.
34. Hu J, Gao JB, Wang XS, (2009) Multifractal analysis of sunspot time series: the effects of the 11-year cycle and Fourier truncation. J Stat Mech P02066: 1-20.
35. Gao JB, Sultan H, Hu J, Tung WW, (2010) Denoising nonlinear time series by adaptive filtering and wavelet shrinkage: a comparison. IEEE Signal Processing Letters 17: 237-240.
36. Tung WW, Gao JB, Hu J, Yang L, (2011) Recovering chaotic signals in heavy noise environments. Phys Rev E 83: 046210.
37. Gao JB, Hu J, Tung WW, (2011) Facilitating joint chaos and fractal analysis of biosignals through nonlinear adaptive filtering. Plos ONE in press.