Neural_network-enabled identification of weak inspiratory efforts during pressure support ventilation using ventilator waveforms

HIGHLIGHTS

  • who: Stella Soundoulounaki et al. from the Department of Intensive Care Medicine, School of Medicine, University of Crete, Heraklion, Greece have published the Article: Neural_Network-Enabled Identification of Weak Inspiratory Efforts during Pressure Support Ventilation Using Ventilator Waveforms, in the Journal: (JOURNAL) of 16/02/2023
  • what: The aim of this study was to develop a classifier using a neural network to identify weak inspiratory efforts during PSV based on the ventilator waveforms. Using a One-Dimensional Convolutional Neural Network a predictive model was developed to characterize the inspiratory effort of each breath as weak . . .

     

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