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Articles

Changes of human movement complexity during maturation: quantitative assessment using multiscale entropy

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Pages 325-331 | Received 04 May 2017, Accepted 01 Mar 2018, Published online: 09 Mar 2018

References

  • Aminian K, Najafi B, Büla C, Leyvraz P-F, Robert P. 2002. Spatio-temporal parameters of gait measured by an ambulatory system using miniature gyroscopes. J Biomech. 35:689–699.10.1016/S0021-9290(02)00008-8
  • Antonsson EK, Mann RW. 1985. The frequency content of gait. J Biomech. 18:39–47.10.1016/0021-9290(85)90043-0
  • Bisi MC, Stagni R. 2016a. Development of gait motor control: what happens after a sudden increase in height during adolescence? Biomed Eng Online. 15:47.10.1186/s12938-016-0159-0
  • Bisi MC, Stagni R. 2016b. Complexity of human gait pattern at different ages assessed using multiscale entropy: from development to decline. Gait Posture. 47:37–42.10.1016/j.gaitpost.2016.04.001
  • Bisi MC, Riva F, Stagni R. 2014. Measures of gait stability: performance on adults and toddlers at the beginning of independent walking. J Neuroengineering Rehabil. 11:131.10.1186/1743-0003-11-131
  • Bizovska L, Svoboda Z, Vuillerme N, Janura M. 2017. Multiscale and Shannon entropies during gait as fall risk predictors – a prospective study. Gait Posture. 52:5–10.10.1016/j.gaitpost.2016.11.009
  • Bruijn SM, Meijer OG, Beek PJ, van Dieën JH. 2013. Assessing the stability of human locomotion: a review of current measures. J R Soc Interface. 10:20120999.10.1098/rsif.2012.0999
  • Cacciari E, Milani S, Balsamo A, Spada E, Bona G, Cavallo L, Cerutti F, Gargantini L, Greggio N, Tonini G, et al. 2006. Italian cross-sectional growth charts for height, weight and BMI (2 to 20 yr). J Endocrinol Invest. 29:581–593.10.1007/BF03344156
  • Costa M, Peng C-K, Goldberger LA, Hausdorff JM. 2003. Multiscale entropy analysis of human gait dynamics. Phys Stat Mech Its Appl. 330:53–60.10.1016/j.physa.2003.08.022
  • Diehl M, Hooker K, Sliwinski MJ. 2015. Handbook of Intraindividual Variability Across the Life Span. New York (NY)Routledge.
  • Donker SF, Roerdink M, Greven AJ, Beek PJ. 2007. Regularity of center-of-pressure trajectories depends on the amount of attention invested in postural control. Exp Brain Res. 181:1–11.10.1007/s00221-007-0905-4
  • Donker SF, Ledebt A, Roerdink M, Savelsbergh GJP, Beek PJ. 2008. Children with cerebral palsy exhibit greater and more regular postural sway than typically developing children. Exp Brain Res. 184:363–370.10.1007/s00221-007-1105-y
  • Dusing SC, Harbourne RT. 2010. Variability in postural control during infancy: implications for development, assessment, and intervention. Phys Ther. 90:1838–1849.10.2522/ptj.2010033
  • Gibbons JD, Chakraborti S. 2011. Nonparametric statistical inference. In: Lovric M, editor. International encyclopedia of statistical science [Internet]. Springer Berlin Heidelberg; p. 977–979 [cited 2017 Feb 20]. http://link.springer.com/referenceworkentry/10.1007/978-3-642-04898-2_420.10.1007/978-3-642-04898-2
  • Goddard Blythe S. 2014. Neuromotor immaturity in children and adults: the INPP screening test for clinicians and health practitioners. Chichester: Wiley-Blackwell.
  • Hadders-Algra M. 2010. Variation and variability: key words in human motor development. Phys Ther. 90:1823–1837.10.2522/ptj.20100006
  • Holt KG, Saltzman E, Ho C-L, Kubo M, Ulrich BD. 2006. Discovery of the pendulum and spring dynamics in the early stages of walking. J Mot Behav. 38:206–218.10.3200/JMBR.38.3.206-218
  • Ihlen EAF, Weiss A, Bourke A, Helbostad JL, Hausdorff JM. 2016. The complexity of daily life walking in older adult community-dwelling fallers and non-fallers. J Biomech. 49:1420–1428.10.1016/j.jbiomech.2016.02.055
  • Jarque M, Bera AK, Jarque CM, Bera AK. 1987. A test for normality of observations and regression residuals. Intern Stat Rev:163–172.10.2307/1403192
  • Kruskal WH, Wallis WA. 1952. Use of ranks in one-criterion variance analysis. J Am Stat Assoc. 47:583–621.10.1080/01621459.1952.10483441
  • Lamoth CJC, Ainsworth E, Polomski W, Houdijk H. 2010. Variability and stability analysis of walking of transfemoral amputees. Med Eng Phys. 32:1009–1014.10.1016/j.medengphy.2010.07.001
  • Lamoth CJ, van Deudekom FJ, van Campen JP, Appels BA, de Vries OJ, Pijnappels M. 2011. Gait stability and variability measures show effects of impaired cognition and dual tasking in frail people. J Neuroengineering Rehabil. 8:2.10.1186/1743-0003-8-2
  • Lord DS, Rochester PL. 2007. Walking in the real world: concepts related to functional gait. N Z J Physiother. 35:126–130.
  • Richman JS, Moorman JR. 2000. Physiological time-series analysis using approximate entropy and sample entropy. Am J Physiol Heart Circ Physiol. 278:H2039–2049.10.1152/ajpheart.2000.278.6.H2039
  • Stergiou N. 2016. Nonlinear analysis for human movement variability. Boca Raton (FL): Taylor & Francis.
  • Sutherland D, Olshen R, Biden E, Wyatt M. 1988. The development of mature walking. Cambridge: Cambridge University Press.
  • Tamburini P, Storm F, Buckley C, Bisi MC, Stagni R, Mazzà C. 2017. Moving from laboratory to real life conditions: influence on the assessment of variability and stability of gait. Gait Posture. 59:248–252.
  • Tochigi Y, Segal NA, Vaseenon T, Brown TD. 2012. Entropy analysis of tri-axial leg acceleration signal waveforms for measurement of decrease of physiological variability in human gait. J Orthop Res. 30:897–904.10.1002/jor.v30.6
  • Vaillancourt DE, Newell KM. 2002. Changing complexity in human behavior and physiology through aging and disease. Neurobiol Aging. 23:1–11.10.1016/S0197-4580(01)00247-0
  • Vereijken B. 2010. The complexity of childhood development: variability in perspective. Phys Ther. 90:1850–1859.10.2522/ptj.20100019

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