Estimating within-stride metabolic cost from stride-average data using autoencoders and expander networks
IntroductionBiomechanical changes due to aging increase the oxygen consumption of walking by over 30%. When this is coupled with reduced oxygen uptake capacity, the ability to sustain walking becomes compromised. This reduced physical activity and mobility can lead to further physical degeneration a...
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| Main Authors: | Manal Mustafa, Alex C. Dzewaltowski, Philippe Malcolm, Keegan J. Moore |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Frontiers Media S.A.
2025-06-01
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| Series: | Frontiers in Bioengineering and Biotechnology |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/fbioe.2025.1579085/full |
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