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Constructing an Early Risk Warning Model for Sequential Treatment Failure of High-Flow Nasal Cannula Oxygen Therapy Following Mechanical Ventilation Weaning Using Random Forest

2024-09-30

Abstract excerpt

<h4>Objective: </h4> This study aims to construct an early risk warning model to predict the risk of treatment failure in patients undergoing sequential High-Flow Nasal Cannula (HFNC) oxygen therapy following mechanical ventilation weaning. <h4>Methods:</h4> A retrospective analysis was conducted on clinical data from 145 patients who received HFNC treatment in the Emergency Intensive Care Unit of the Third People...

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Literature Corpus work
ce266beb-150b-5706-a7df-03a858920ff6
DOI
10.20944/preprints202409.2380.v1
Open publication

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Constructing an Early Risk Warning Model for Sequential Treatment Failure of High-Flow Nasal Cannula Oxygen Therapy Following Mechanical Ventilation Weaning Using Random ForestDOI 10.20944/preprints202409.2380.v1
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