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Calculating intrinsic positive end-expiratory pressure from end-expiratory flow in mechanically ventilated children-A study in physical models of the pediatric respiratory system.

Stefan SchumannSascha UcarChristin WenzelJohannes Spaeth
Published in: Pediatric pulmonology (2023)
We conclude that iPEEP can be determined from routinely measured variables and predetermined ETT resistance, which has to be confirmed in the clinical settings. As long as this algorithm is not available in pediatric ICU ventilators, nomograms are provided for estimating the prevailing iPEEP from end-expiratory flow.
Keyphrases
  • mechanical ventilation
  • intensive care unit
  • acute respiratory distress syndrome
  • machine learning
  • young adults
  • mental health
  • physical activity
  • deep learning
  • neural network
  • respiratory tract