Predictors of mechanical ventilation and mortality in critically ill patients with COVID-19 pneumonia Sergio Muñoz Lezcano; Miguel Ángel Armengol de la Hoz; Alberto Corbi; Fernando López; Miguel Sánchez García; Antonio Nuñez Reiz; Tomás Fariña González; Viktor Yordanov Zlatkov;

Effect of the duration of prone position in ARDS patients during the SARS-CoV-2 pandemic Eva de Miguel-Balsa; Teresa Blasco-Ruso; Norma Gómez-Medrano; María Mirabet-Guijarro; Alba Martínez-Pérez; Adoración Alcalá-López;

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;