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Cadence-based classification of moderate-intensity overground walking in 41- to 85-year-old adults.

Elroy J AguiarJose Mora-GonzalezScott W DucharmeChristopher C MooreZachary R GouldColleen J ChaseMarcos A Amalbert-BirrielStuart R ChipkinJohn StaudenmayerPeixuan ZhengCatrine Tudor-Locke
Published in: Scandinavian journal of medicine & science in sports (2022)
A cadence threshold of ≥100 steps/min accurately identified moderate-intensity overground walking. Furthermore, accuracy was similar when comparing middle- and older-aged adults. These findings extend our previous analysis in younger adults and confirm the appropriateness of applying this cadence threshold across the adult lifespan.
Keyphrases
  • high intensity
  • deep learning
  • middle aged
  • data analysis