Leveraging Implicit Expert Knowledge for Non-Circular Machine Learning in Sepsis Prediction

Shigehiko Schamoni, Holger A. Lindner, Verena Schneider-Lindner +2

Sepsis is the leading cause of death in non-coronary intensive care units. Moreover, a delay of antibiotic treatment of patients with severe sepsis by only few hours is associated…