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;

Application of a machine learning model for early prediction of in-hospital cardiac arrests: Retrospective observational cohort study L. Socias Crespí; L. Gutiérrez Madroñal; M. Fiorella Sarubbo; M. Borges-Sa; A. Serrano García; D. López Ramos; C. Pruenza Garcia-Hinojosa; E. Martin Garijo;

Prediction and simulation of PEEP setting effects with machine learning models Claas Händel; Inéz Frerichs; Norbert Weiler; Björn Bergh;