Clinical factors associated with rapid treatment of sepsis.

Xing SongMei LiuLemuel R WaitmanAnurag PatelSteven Q Simpson

Published in: PloS one (2021)

These machine learning methods identified factors associated with rapid treatment of severe sepsis patients from a large volume of high-dimensional clinical data. The results provide insight into differences in the rapid provision of treatment among patients with sepsis.

Keyphrases

machine learning
intensive care unit
acute kidney injury
end stage renal disease
chronic kidney disease
septic shock
early onset
electronic health record