Spanish Influenza Score (SIS): Usefulness of machine learning in the development of an early mortality prediction score in severe influenza Spanish Working Group in Severe Influenza A (GETGAG) of the Sociedad Española de Medicina Intensiva Crítica y Unidades Coronarias (SEMICYUC);

Applicability of an unsupervised cluster model developed on first wave COVID-19 patients in second/third wave critically ill patients Alejandro Rodríguez; Josep Gómez; Álvaro Franquet; Sandra Trefler; Emili Díaz; Jordi Sole-Violán; Rafael Zaragoza; Elisabeth Papiol; Borja Suberviola; Montserrat Vallverdú; María Jimenez-Herrera; Antonio Albaya-Moreno; Alfonso Canabal Berlanga; María del Valle Ortíz; Juan Carlos Ballesteros; Lucía López Amor; Susana Sancho Chinesta; Maria de Alba-Aparicio; Angel Estella; Ignacio Martín-Loeches; María Bodi;

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;