Quantifying immune dysregulation in pneumonia and sepsis with a parsimonious machine-learning model: a multicohort analysis across care settings and reanalysis of a hydrocortisone randomised controlled trial
Erik H A Michels, Pierre‐François Dequin, Joe M Butler, Antoine Guillon, Bruno Evrard, Fleur P. Paling, Tom D Y Reijnders, Alex R. Schuurman, Tjitske S R van Engelen, Xanthe Brands, Bastiaan W Haak, Lieuwe D J Bos, Carolyn Leroux, Evangelos J. Giamarellos-Bourboulis, Jaap Stoker, Jan M Prins, Daniel Faber, Renée A. Douma, Timothy E Sweeney, Surbhi Malhotra-Kumar, Jan A J W Kluytmans, Brendon P. Scicluna, Olaf L Cremer, Michael Matthay, Carolyn Calfee, W Joost Wiersinga, Hessel Peters-Sengers, Tom van der Poll
Topics & Concepts
MedicineRandomized controlled trialImmune dysregulationPneumoniaSepsisImmune systemHydrocortisoneInternal medicineIntensive care medicineMEDLINEImmunologySeptic shockClinical trialCritical illnessSeverity of illnessVentilator-associated pneumoniaIntensive careSepsis Diagnosis and TreatmentAdrenal Hormones and DisordersImmune Response and Inflammation