Login / Signup

Accuracy of Heart Rate Measurement by the Fitbit Charge 2 During Wheelchair Activities in People With Spinal Cord Injury: Instrument Validation Study.

Dirk HoevenaarsIris E YocariniStylianos ParaschiakosJasmijn F M HollaSonja de GrootWessel KraaijThomas W J Janssen
Published in: JMIR rehabilitation and assistive technologies (2022)
HR measured with the PPG technique showed lower accuracy in people with SCI than in those without SCI. The accuracy was just above the acceptable level in people with paraplegia, whereas in people with tetraplegia, a worse accuracy was found. The accuracy seemed to worsen with increasing intensities. Therefore, high-intensity HR data, especially in people with cervical lesions, should be used with caution.
Keyphrases
  • heart rate
  • high intensity
  • spinal cord injury
  • blood pressure
  • heart rate variability
  • machine learning
  • body composition
  • deep learning
  • data analysis