Feature selection for the accurate prediction of septic and cardiogenic shock ICU mortality in the acute phase
Alexander Aushev, Vicent J. Ribas, Alfredo Vellido, Federico Mario Aletti, Bernardo Bollen Pinto, Antoine Herpain, Emiel Hendrik Post, Eduardo Romay Medina, Ricard Ferrer, Giuseppe Baselli, Karim Bendjelid
The paper develops a predictive model for ICU mortality in septic and cardiogenic shock using feature selection and Bayesian Networks, identifying time-dependent predictive features.
PLoS ONE · Nov 20, 2018Peer-reviewedBioinformatics