Breath detection algorithms effect lung function outcomes

M. Oestreich (Bern, Switzerland), B. Frauchiger (Bern, Switzerland), P. Latzin (Bern, Switzerland), F. Wyler (Bern, Switzerland), K. Ramsey (Bern, Switzerland)

Source: Virtual Congress 2021 – Impact of COVID - 19, quality assurance and technology on pulmonary function
Session: Impact of COVID - 19, quality assurance and technology on pulmonary function
Session type: Oral Presentation
Number: 2687

Congress or journal article abstractWebcastSlide presentation

Abstract

Background
Accurate breath detection is essential for the computation of outcomes in the multiple-breath washout (MBW) technique. This is particularly important in young children, where irregular breathing is common and the designation of inspirations and expirations can be challenging.

Aim
We developed a novel algorithm for breath detection and compared it to algorithms used in commercially available MBW analysis software.

Methods
We replicated the signal processing and algorithms used in Spiroware software (v3.2.1, Eco Medics AG). We developed custom breath detection algorithms (custom) and compared them to Spiroware using 2,424 nitrogen (N2MBW) and 325 sulfur hexafluoride (SF6MBW) trials collected in infants, children, and adolescents.

Results
We found that in 2250/2424 (92.8%) N2MBW and 311/325 (95.7%) SF6MBW trials, the Spiroware breath detection algorithm rejected tidal breaths and did not use them for the calculation of MBW outcomes. Our custom breath detection algorithm determines inspirations and expirations based on flow reversal and corresponding CO2 elevations, and uses all breaths for data analysis. In trials with regular tidal breathing, there were no differences in outcomes between the Spiroware and custom algorithms. However, in 14% of trials in children aged 5 to 10 years the number of breaths detected differed by =10% and the lung clearance index differed up to 40.5% (mean difference 3.6%).

Conclusion
Accurate breath detection is challenging in young children. As the MBW technique relies on the cumulative analysis of all washout breaths, the rejection of breaths should be limited. Breath detection algorithms based on flow reversal and presence of CO2 could be used as an alternative to current methods.



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M. Oestreich (Bern, Switzerland), B. Frauchiger (Bern, Switzerland), P. Latzin (Bern, Switzerland), F. Wyler (Bern, Switzerland), K. Ramsey (Bern, Switzerland). Breath detection algorithms effect lung function outcomes. 2687

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