Early identification of severe community-acquired pneumonia: a retrospective observational study.

Frances Susanna GrudzinskaKerrie AldridgeSian HughesPeter NightingaleDhruv ParekhMansoor BangashRachel DancerJaimin PatelElizabeth SapeyDavid R ThickettDavinder P Dosanjh

Published in: BMJ open respiratory research (2019)

All four scoring systems can stratify according to increasing risk in CAP; however, when a confident diagnosis of pneumonia can be made, these data support the use of pneumonia-specific tools rather than generic sepsis or early warning scores.

Keyphrases

community acquired pneumonia
intensive care unit
acute kidney injury
electronic health record
big data
early onset
septic shock
bioinformatics analysis
data analysis
deep learning
extracorporeal membrane oxygenation
respiratory failure