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Wearable Neck Surface Accelerometers for Occupational Vocal Health Monitoring: Instrument and Analysis Validation Study.

Zhengdong LeiLisa MartignettiChelsea RidgwaySimon PeacockJon T SakataNicole Yee-Key Li-Jessen
Published in: JMIR formative research (2022)
The ecological validity of an in-house NSA wearable was vetted in a workplace setting. One key application of this wearable is to prompt occupational voice users when their vocal safety limits are reached for duly protection. Signal processing algorithms can thus be further developed for near real-time estimation of clinically relevant metrics, such as accumulated distance dose, cepstral peak prominence, and spectral tilt. This functionality will enable continuous self-awareness of vocal behavior and protection of vocal safety in occupational voice users.
Keyphrases
  • heart rate
  • healthcare
  • public health
  • machine learning
  • mental health
  • human health
  • health promotion
  • deep learning
  • climate change
  • computed tomography
  • health information
  • risk assessment