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Discrimination of wear and non-wear in infants using data from hip- and ankle-worn devices.

Samuel R LaMunionScott E CrouterNicholas T BroskeyAbby D AltazanLeanne M Redman
Published in: PloS one (2020)
The similar performance between the ankle only model and the combined site model likely indicates that the features from the ankle device are more important for identifying non-wear in infants. Overall, this approach provides an advancement in the identification of device wear status using wearable sensor data in infants.
Keyphrases
  • electronic health record
  • big data
  • heart rate
  • blood pressure
  • deep learning