title: Adaptive SLICE method: an enhanced method to determine nonlinear dynamic respiratory system mechanics.
abstract: The objective of this paper is to introduce and evaluate the adaptive SLICE method (ASM) for continuous determination of intratidal nonlinear dynamic compliance and resistance. The tidal volume is subdivided into a series of volume intervals called slices. For each slice, one compliance and one resistance are calculated by applying a least-squares-fit method. The volume window (width) covered by each slice is determined based on the confidence interval of the parameter estimation. The method was compared to the original SLICE method and evaluated using simulation and animal data. The ASM was also challenged with separate analysis of dynamic compliance during inspiration. If the signal-to-noise ratio (SNR) in the respiratory data decreased from +∞ to 10 dB, the relative errors of compliance increased from 0.1% to 22% for the ASM and from 0.2% to 227% for the SLICE method. Fewer differences were found in resistance. When the SNR was larger than 40 dB, the ASM delivered over 40 parameter estimates (42.2 ± 1.3). When analyzing the compliance during inspiration separately, the estimates calculated with the ASM were more stable. The adaptive determination of slice bounds results in consistent and reliable parameter values. Online analysis of nonlinear respiratory mechanics will profit from such an adaptive selection of interval size.
authors.affiliation: Department of Biomedical Engineering, Furtwangen University, Jakob-Kienzle Straße 17, D-78054, Villingen-Schwenningen, Germany. zhanqi.zhao@hs-furtwangen.de
authors.forename: Zhanqi
authors.initials: Z
authors.lastname: Zhao
authors.forename: Josef
authors.initials: J
authors.lastname: Guttmann
authors.forename: Knut
authors.initials: K
authors.lastname: Möller
mesh_terms: D000818:Animals; D005260:Female; D008170:Lung Compliance / Q000502:physiology; D017711:Nonlinear Dynamics; D015656:Respiratory Mechanics / Q000502:physiology*; D012756:Sheep; D013990:Tidal Volume / Q000502:physiology