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Evaluation of the Multiple Linear Regression Method to Monitor Respiratory Mechanics in Ventilated Neonates and Young Children by J. M. Rousselot; Dr. R. Peslin; C. Duvivier is a Medicine article available to read on EtoBox.
What is Evaluation of the Multiple Linear Regression Method to Monitor Respiratory Mechanics in Ventilated Neonates and Young Children about?
## Abstract A potentially useful method to monitor respiratory mechanics in artificially ventilated patients consists of analyzing the relationship between tracheal pressure (P), lung volume (V), and gas flow (\documentclass{article}\pagestyle{empty}\begin{document}$ \mathop {\rm V}\limits^. $\end{document}) by multiple linear regression (MLR) using a suitable model. Contrary to other methods, it does not require any particular flow waveform and, therefore, may be used with any ventilator. This approach was evaluated in three neonates and seven young children admitted into an intensive care unit for respiratory disorders of various etiologies. P and V were measured and digitized at a sampling rate of 40 Hz for periods of 20–48 s. After correction of P for the non‐linear resistance of the endotracheal tube, the data were first analyzed with the usual linear monoalveolar model: P = PO + E.V + R.\documentclass{article}\pagestyle{empty}\begin{document}$ \mathop {\rm V}\limits^. $ \end{document} where E and R are total respiratory elastance and resistance, and PO is the static recoil pressure at end‐expiration. A good fit of the model to the data was seen in five of ten children. PO, E,
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- Author
- J. M. Rousselot; Dr. R. Peslin; C. Duvivier
- Publisher
- John Wiley and Sons; Wiley (John Wiley & Sons); John Wiley & Sons Inc.; Wiley (ISSN 8755-6863)
- Published
- 1992
- Language
- EN
- Field
- Medicine (Health Sciences)