Medicina Intensiva (English Edition)

Enhancing sepsis management through machine learning techniques: A review N. Ocampo-Quintero; P. Vidal-Cortés; L. del Río Carbajo; F. Fdez-Riverola; M. Reboiro-Jato; D. Glez-Peña;

Toward transparent clinical decision support in the ICU: A multi-window, model-agnostic explainability approach for 72-h mortality prediction using the eICU collaborative research database Daniel Gallardo Gómez; Sara Díaz; Javier Quintero Sosa; Claudia Jiménez Vázquez; Álvaro Ritoré-Hidalgo; Antonio Gutiérrez-Pizarraya; Miguel Ángel Armengol de la Hoz; María Recuerda Núñez; Ángel Estella;

Prediction of COVID-19 mortality using machine learning strategies and a large-scale panel of plasma inflammatory proteins: A cohort study Luiz Filipe Bastos Mendes; Henrique Ritter Dal-Pizzol; Gabriele Prestes; Carolina Saibro Girardi; Lucas Santos; Daniel Pens Gelain; Glauco A. Westphal; Roger Walz; Cristiane Ritter; Felipe Dal-Pizzol; Jose Claudio Fonseca Moreira;