Neural Network-Enabled Identification of Weak Inspiratory Efforts during Pressure Support Ventilation Using Ventilator Waveforms

Neural Network-Enabled Identification of Weak Inspiratory Efforts during Pressure Support Ventilation Using Ventilator Waveforms

During pressure support ventilation (PSV), excessive assist results in weak inspiratory efforts and promotes diaphragm atrophy and delayed weaning. 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 wavefo...

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Bibliographic Details
Main Authors: Stella Soundoulounaki, Emmanouil Sylligardos, Evangelia Akoumianaki, Markos Sigalas, Eumorfia Kondili, Dimitrios Georgopoulos, Panos Trahanias, Katerina Vaporidi
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Journal of Personalized Medicine
Subjects:
machine learning
assisted ventilation
ventilator-induced diaphragmatic disfunction
flow waveform
monitoring
Online Access:https://www.mdpi.com/2075-4426/13/2/347

Internet

https://www.mdpi.com/2075-4426/13/2/347

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