Non-Contact Monitoring of Inhalation-Exhalation (I:E) Ratio in Non-Ventilated Subjects

IEEE J Transl Eng Health Med. 2024 Nov 11:12:721-726. doi: 10.1109/JTEHM.2024.3496196. eCollection 2024.

Abstract

The inhalation-exhalation (I:E) ratio, known to be an indicator of respiratory disease, is the ratio between the inhalation phase and exhalation phase of each breath. Here, we report on results from a non-contact monitoring method for the determination of the I:E ratio. This employs a depth sensing camera system that requires no sensors to be physically attached to the patient. A range of I:E ratios from 0.3 to 1.0 over a range of respiratory rates from 4 to 40 breaths/min were generated by healthy volunteers, producing a total of 3,882 separate breaths for analysis. Depth information was acquired using an Intel D415 RealSense camera placed at 1.1 m from the subjects' torso. This data was processed in real-time to extract depth changes within the subjects' torso region corresponding to respiratory activity. This was further converted into a respiratory signal from which the I:E ratio was determined (I:E[Formula: see text]). I:Edepth was compared to spirometer data (I:E[Formula: see text]). A Bland Altman analysis produced a mean bias of -0.004, with limits of agreement [-0.234, 0.227]. A linear regression analysis produced a line of best fit given by I:E[Formula: see text] I:Espiro - 0.006, with 95% confidence intervals for the slope [0.988, 1.019] and intercept [-0.017, 0.004]. We have demonstrated the viability of a non-contact monitoring method for determining the I:E ratio on healthy subjects breathing without mechanical support. This measure may be useful in monitoring the deterioration in respiratory status and/or response to therapy within the patient population. Clinical and Translational Impact Statement - The I:E ratio is an indicator of disease severity in COPD and asthma. Non-contact continuous monitoring of I:E ratio will offer the clinician a powerful new tool for respiratory monitoring.

Keywords: Inhalation-exhalation ratio; depth sensing camera; non-contact monitoring; respiratory disease.

MeSH terms

  • Adult
  • Exhalation* / physiology
  • Female
  • Humans
  • Inhalation / physiology
  • Male
  • Middle Aged
  • Monitoring, Physiologic / instrumentation
  • Monitoring, Physiologic / methods
  • Signal Processing, Computer-Assisted
  • Young Adult