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Predicting Fatigue in Long Duration Mountain Events with a Single Sensor and Deep Learning Model.

Brian K RussellAndrew McDaidWilliam ToscanoPatria A Hume
Published in: Sensors (Basel, Switzerland) (2021)
We were able to measure cognitive and physical fatigue using a single wearable sensor during a practical field protocol, including contextual factors in conjunction with a neural network model. This research has practical application to fatigue research in the field.
Keyphrases
  • neural network
  • deep learning
  • sleep quality
  • randomized controlled trial
  • physical activity
  • mental health
  • machine learning
  • depressive symptoms