Modification of the prolonged mechanical ventilation prognostic model score to predict short-term and 1-year mortalities.

Yu Rang ParkJi Sung LeeHwa Jung KimSang-Bum HongChae-Mann LimYounsuck KohJin Won Huh

Published in: Respirology (Carlton, Vic.) (2018)

The extended ProVent model, which considers co-morbidities and laboratory data, increases the prediction power of 1-year mortality in patients who require prolonged MV.

Keyphrases

mechanical ventilation
acute respiratory distress syndrome
intensive care unit
cardiovascular events
electronic health record
risk factors
respiratory failure
machine learning
big data
coronary artery disease
deep learning