Multiscale entropy: A tool for understanding the complexity of postural control

A Mathematical Theory of Communication

Shannon, C. E. (1948) · The MIT Press eBooks · doi:10.1002/j.1538-7305.1948.tb00917.x · Cited by 50,201

Frailty in Older Adults: Evidence for a Phenotype

Fried, L. P., Tangen, C. M., Walston, J., Newman, A. B., Hirsch, C., Gottdiener, J., Seeman, T., Tracy, R., Kop, W. J., Burke, G., et al. (2001) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/56.3.m146 · Cited by 24,907

Physiological time-series analysis using approximate entropy and sample entropy

Richman, J. S., & Moorman, J. R. (2000) · American Journal of Physiology-Heart and Circulatory Physiology · doi:10.1152/ajpheart.2000.278.6.h2039 · Cited by 7,880

Communication in the presence of noise

Shannon, C. E. (1949) · Proceedings of the IRE · doi:10.1109/jrproc.1949.232969 · Cited by 6,539

Approximate entropy as a measure of system complexity.

Pincus, S. M. (1991) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.88.6.2297 · Cited by 5,811

Ergodic theory of chaos and strange attractors

Eckmann, J., & Ruelle, D. P. (1985) · Reviews of Modern Physics · doi:10.1103/revmodphys.57.617 · Cited by 4,982

Communication In The Presence Of Noise

Shannon, C. E. (1998) · Proceedings of the IEEE · doi:10.1109/jproc.1998.659497 · Cited by 4,815

Systems biology: a brief overview

Kitano, H. (2002) · Science · doi:10.1126/science.1069492 · Cited by 4,265

The mechanism of stochastic resonance

Benzi, R., Sutera, A., & Vulpiani, A. (1981) · Journal of Physics A Mathematical and General · doi:10.1088/0305-4470/14/11/006 · Cited by 3,655

Attention and the control of posture and gait: a review of an emerging area of research

Woollacott, M., & Shumway-Cook, A. (2002) · Gait & Posture · doi:10.1016/s0966-6362(01)00156-4 · Cited by 2,690

Brain entropy, fractal dimensions and predictability: A review of complexity measures for EEG in healthy and neuropsychiatric populations

Lau, Z. J., Pham, T., Chen, S. A., & Makowski, D. (2022) · European Journal of Neuroscience · doi:10.1111/ejn.15800 · Cited by 250

On the use of approximate entropy and sample entropy with centre of pressure time-series

Montesinos, L., Castaldo, R., & Pecchia, L. (2018) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/s12984-018-0465-9 · Cited by 172

Nonlinear Measures to Evaluate Upright Postural Stability: A Systematic Review

Kędziorek, J., & Błażkiewicz, M. (2020) · Entropy · doi:10.3390/e22121357 · Cited by 135

Fall Risk Prediction in Multiple Sclerosis Using Postural Sway Measures: A Machine Learning Approach

Sun, R., Hsieh, K. L., & Sosnoff, J. J. (2019) · Scientific Reports · doi:10.1038/s41598-019-52697-2 · Cited by 93

Evaluation of postural stability based on a force plate and inertial sensor during static balance measurements

Lee, C.-H., & Sun, T. (2018) · Journal of PHYSIOLOGICAL ANTHROPOLOGY · doi:10.1186/s40101-018-0187-5 · Cited by 82

Predicting depressive symptom severity through individuals’ nearby Bluetooth device count data collected by mobile phones: preliminary longitudinal study

Zhang, Y., Folarin, A. A., Sun, S., Cummins, N., Ranjan, Y., Rashid, Z., Conde, P., Stewart, C., Laiou, P., Matcham, F., et al. (2021) · JMIR mHealth and uHealth · doi:10.2196/29840 · Cited by 68

Neuromuscular adaptations and sensorimotor integration following a unilateral transfemoral amputation

Claret, C. R., Herget, G. W., Kouba, L., Wiest, D., Adler, J., von Tscharner, V., Stieglitz, T., & Pasluosta, C. F. (2019) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/s12984-019-0586-9 · Cited by 55

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Xue, X., Wang, Y., Xu, X., Li, H., Li, Q., Na, Y., Tao, W., Yu, L., Jin, Z., Li, H., et al. (2023) · Sports Health A Multidisciplinary Approach · doi:10.1177/19417381231152490 · Cited by 55

Time-Shift Multiscale Entropy Analysis of Physiological Signals

Pham, T. D. (2017) · Entropy · doi:10.3390/e19060257 · Cited by 55

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Appiah-Kubi, K. O., & Wright, W. (2019) · Gait & Posture · doi:10.1016/j.gaitpost.2019.07.197 · Cited by 54

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Teixeira, J. E., Forte, P. M., Ferraz, R. M. P., Branquinho, L., Silva, A. J., Monteiro, A. M., & Barbosa, T. M. (2022) · PeerJ · doi:10.7717/peerj.14381 · Cited by 65

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Rhea, C. K., Diekfuss, J. A., Fairbrother, J. T., & Raisbeck, L. D. (2018) · Motor Control · doi:10.1123/mc.2017-0089 · Cited by 50

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Moras, G., Fernández-Valdés, B., Vázquez‐Guerrero, J., Tous‐Fajardo, J., Exel, J., & Sampaio, J. E. (2018) · Journal of science and medicine in sport · doi:10.1016/j.jsams.2018.05.007 · Cited by 50

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Costa, E. D. C., Santinelli, F. B., Moretto, G. F., Figueiredo, C., Morano, A. E. V. A., Barela, J. Â., & Barbieri, F. A. (2022) · Gait & Posture · doi:10.1016/j.gaitpost.2022.07.250 · Cited by 46

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Barollo, F., Hassan, M., Petersen, H., Rigoni, I., Ramon, C., Gargiulo, P., & Fratini, A. (2022) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2022.3140888 · Cited by 40

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Yasir, M. N., & Koh, B.-H. (2018) · Sensors · doi:10.3390/s18041278 · Cited by 35

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Dharmaprani, D., Dykes, L., McGavigan, A. D., Kuklik, P., Pope, K. J., & Ganesan, A. N. (2018) · Frontiers in Physiology · doi:10.3389/fphys.2018.00957 · Cited by 33

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Nguyen, N. D., Phan, D. H., Pathirana, P. N., Horne, M. K., Power, L., & Szmulewicz, D. J. (2018) · Sensors · doi:10.3390/s18092791 · Cited by 34

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Purkayastha, S., Adair, H., Woodruff, A., Ryan, L. J., Williams, B., James, E. G., & Bell, K. R. (2019) · PM&R · doi:10.1002/pmrj.12129 · Cited by 33

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Zeiler, F. A., Ercole, A., Placek, M. M., Hutchinson, P. J., Stocchetti, N., Czosnyka, M., Smieleweski, P., Anke, A., Beer, R., Bellander, B. M., et al. (2020) · Journal of Neurotrauma · doi:10.1089/neu.2020.7249 · Cited by 33

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Audenaert, J., Kuszlewicz, J. S., Handberg, R., Tkachenko, A., Armstrong, D. J., Hon, M., Kgoadi, R., Lund, M. N., Bell, K. J., Bugnet, L., et al. (2021) · The Astronomical Journal · doi:10.3847/1538-3881/ac166a · Cited by 31

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Li, Y., Mache, M. A., & Todd, T. A. (2019) · Journal of Applied Biomechanics · doi:10.1123/jab.2018-0042 · Cited by 30

Human Postural Control: Assessment of Two Alternative Interpretations of Center of Pressure Sample Entropy through a Principal Component Factorization of Whole-Body Kinematics

Haid, T. H., & Federolf, P. (2018) · Entropy · doi:10.3390/e20010030 · Cited by 30

Postural constraints recruit shorter-timescale processes into the non-Gaussian cascade processes

Furmanek, M. P., Mangalam, M., Kelty‐Stephen, D. G., & Juras, G. (2020) · Neuroscience Letters · doi:10.1016/j.neulet.2020.135508 · Cited by 29

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Lebreton, C., Kbidi, F., Graillet, A., Jegado, T., Alicalapa, F., Benne, M., & Damour, C. (2022) · Entropy · doi:10.3390/e24091311 · Cited by 26

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Anderson, D. I. (2018) · Kinesiology Review · doi:10.1123/kr.2018-0011 · Cited by 27

Effects of backpack load and positioning on nonlinear gait features in young adults

Rodrigues, F. B., Magnani, R. M., Lehnen, G. C., Souza, G. S. D. S. E., Andrade, A. D. O., & Vieira, M. F. (2017) · Ergonomics · doi:10.1080/00140139.2017.1413213 · Cited by 21

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Zhang, T., Huang, W., Wu, X., Sun, W., Lin, F., Sun, H., & Li, J. (2021) · Physiological Measurement · doi:10.1088/1361-6579/ac184d · Cited by 20

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Dede, A. J. O., Xiao, W., Vaci, N., Cohen, M. X., & Milne, E. (2025) · Molecular Autism · doi:10.1186/s13229-025-00647-3 · Cited by 23

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Mengarelli, A., Tigrini, A., Verdini, F., Rabini, R. A., & Fioretti, S. (2023) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2023.3248322 · Cited by 19

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Rondoni, L., Ariffin, M. R. K., Varatharajoo, R., Mukherjee, S., Palit, S. K., & Banerjee, S. (2016) · Optics Communications · doi:10.1016/j.optcom.2016.11.011 · Cited by 19

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Reilly, N., Prebor, J., Moxey, J. R., & Schussler, E. (2020) · Experimental Brain Research · doi:10.1007/s00221-020-05934-4 · Cited by 19

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Wiltshire, T. J., Steffensen, S. V., & Likens, A. D. (2020) · Springer eBooks · doi:10.1007/978-3-658-29906-4_13 · Cited by 16

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Hartigh, R. J. R. D., Hill, Y., van Geert, P., Torrents, C., Passos, P., & Cos, F. (2017) · doi:10.3389/978-2-88945-310-8 · Cited by 15

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Li, Y., Kakar, R. S., Fu, Y.-C., Walker, M. A., Brown, C. N., Oswald, T. S., & Simpson, K. J. (2018) · Clinical Biomechanics · doi:10.1016/j.clinbiomech.2018.11.001 · Cited by 14

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Lorås, H. W., Sandseter, E. B. H., Sando, O. J., & Storli, L. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1227469 · Cited by 8

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