The association between cardiac intensive care unit mechanical ventilation volumes and in-hospital mortality.

Shiva NandiwadaSunjidatul IslamJacob Colin JentzerP Elliott MillerChristopher B Fordyce Patrick R Lawler Carlos L Alviar Louise Y Sun Douglas C Dover Renato Deláscio Lopes Padma Kaul Sean Van Diepen

Published in: European heart journal. Acute cardiovascular care (2021)

In a national dataset, we observed that higher CICU MV volumes were associated with lower incidence of in-hospital mortality, prolonged MV, and CICU LOS. Our data highlight the need for minimum MV volume benchmarks for CICUs caring for patients with respiratory failure.

Keyphrases

mechanical ventilation
respiratory failure
intensive care unit
acute respiratory distress syndrome
extracorporeal membrane oxygenation
electronic health record
left ventricular
risk factors
quality improvement
heart failure
atrial fibrillation
machine learning
data analysis
deep learning