THE POTENTIAL OF GAIT ANALYSIS: HOW AI CAN AID IN EXAMINING HUMAN PHYSIOLOGY TO MAINTAINING HOMEOSTASIS
Abstract
Walking is a marvel of adaptability in healthy humans. It follows the 'golden ratio' and adjusts to specific demands. Artificial intelligence provides a world of possibilities for gait analysis. The utilized system incorporates 29 sensors, 6 acquisition chambers, and dynamic rhythm sensors. This tool assesses movement harmony and identifies pathology. Its diverse uses include rehabilitation, motor and non-motor re-education, and primary education, hinting at its vast potential.
Keywords
Full Text:
PDFReferences
Bales, Connie W., and Christine S. Ritchie. 2002. ‘Sarcopenia, Weight Loss, and Nutritional Frailty in the Elderly’. Annual Review of Nutrition 22: 309–23. doi:10.1146/annurev.nutr.22.010402.102715.
Belluscio, Valeria, Marco Iosa, Giuseppe Vannozzi, Stefano Paravati, and Antonella Peppe. 2021. ‘Auditory Cue Based on the Golden Ratio Can Improve Gait Patterns in People with Parkinson’s Disease’. Sensors (Basel, Switzerland) 21(3): 911. doi:10.3390/s21030911.
Bortone, Ilaria, Rodolfo Sardone, Luisa Lampignano, Fabio Castellana, Roberta Zupo, Madia Lozupone, Biagio Moretti, Gianluigi Giannelli, and Francesco Panza. 2021. ‘How Gait Influences Frailty Models and Health‐related Outcomes in Clinical‐based and Population‐based Studies: A Systematic Review’. Journal of Cachexia, Sarcopenia and Muscle 12(2): 274–97. doi:10.1002/jcsm.12667.
Cederholm, Tommy. 2015. ‘Overlaps between Frailty and Sarcopenia Definitions’. Nestle Nutrition Institute Workshop Series 83: 65–69. doi:10.1159/000382063.
Coldea, R., D. A. Tennant, E. M. Wheeler, E. Wawrzynska, D. Prabhakaran, M. Telling, K. Habicht, P. Smeibidl, and K. Kiefer. 2010. ‘Quantum Criticality in an Ising Chain: Experimental Evidence for Emergent E8 Symmetry’. Science (New York, N.Y.) 327(5962): 177–80. doi:10.1126/science.1180085.
Dzeladini, Florin, Jesse van den Kieboom, and Auke Ijspeert. 2014. ‘The Contribution of a Central Pattern Generator in a Reflex-Based Neuromuscular Model’. Frontiers in Human Neuroscience 8: 371. doi:10.3389/fnhum.2014.00371.
García-de-Villa, Sara, Guillermo García-Villamil Neira, Marta Neira Álvarez, Elisabet Huertas-Hoyas, Luisa Ruiz Ruiz, Antonio J. del-Ama, María Cristina Rodríguez Sánchez, and Antonio R. Jiménez. 2023. ‘A Database with Frailty, Functional and Inertial Gait Metrics for the Research of Fall Causes in Older Adults’. Scientific Data 10: 566. doi:10.1038/s41597-023-02428-0.
Hobert, Markus A., Sinja I. Meyer, Sandra E. Hasmann, Florian G. Metzger, Ulrike Suenkel, Gerhard W. Eschweiler, Daniela Berg, and Walter Maetzler. 2017. ‘Gait Is Associated with Cognitive Flexibility: A Dual-Tasking Study in Healthy Older People’. Frontiers in Aging Neuroscience 9: 154. doi:10.3389/fnagi.2017.00154.
Iosa, Marco, Augusto Fusco, Fabio Marchetti, Giovanni Morone, Carlo Caltagirone, Stefano Paolucci, and Antonella Peppe. 2013. ‘The Golden Ratio of Gait Harmony: Repetitive Proportions of Repetitive Gait Phases’. BioMed Research International 2013: 918642. doi:10.1155/2013/918642.
Iosa, Marco, Cristiano Maria Verrelli, Amalia Egle Gentile, Martino Ruggieri, and Agata Polizzi. 2022. ‘Gaming Technology for Pediatric Neurorehabilitation: A Systematic Review’. Frontiers in Pediatrics 10. doi:10.3389/fped.2022.775356.
Martin, Lee J., Yan Pan, Ann C. Price, Wanda Sterling, Neal G. Copeland, Nancy A. Jenkins, Donald L. Price, and Michael K. Lee. 2006. ‘Parkinson’s Disease Alpha-Synuclein Transgenic Mice Develop Neuronal Mitochondrial Degeneration and Cell Death’. The Journal of Neuroscience: The Official Journal of the Society for Neuroscience 26(1): 41–50. doi:10.1523/JNEUROSCI.4308-05.2006.
Pervichko, Elena, and Yury Zinchenko. 2014. ‘Postnonclassical Methodology in Clinical Psychology: Opportunities and Perspectives of Vygotsky-Luria School’. Open Journal of Social Sciences 02(05): 90–95. doi:10.4236/jss.2014.25018.
Plotnik, M., N. Giladi, and J. M. Hausdorff. 2009. ‘Bilateral Coordination of Gait and Parkinson’s Disease: The Effects of Dual Tasking’. Journal of Neurology, Neurosurgery, and Psychiatry 80(3): 347–50. doi:10.1136/jnnp.2008.157362.
Yamagishi, Michel E. Beleza, and Alex Itiro Shimabukuro. 2008. ‘Nucleotide Frequencies in Human Genome and Fibonacci Numbers’. Bulletin of Mathematical Biology 70(3): 643–53. doi:10.1007/s11538-007-9261-6.
DOI: https://doi.org/10.32043/gsd.v8i3.1155
Refbacks
- There are currently no refbacks.
Copyright (c) 2024 ITALIAN JOURNAL OF HEALTH EDUCATION, SPORT AND INCLUSIVE DIDACTICS
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Italian Journal of Health Education, Sports and Inclusive Didactics
ISSN printed: 2532-3296