This paper is in the following e-collection/theme issue:

Artificial Intelligence (2129) AI Applications in Public Health (30) Machine Learning (2076) Theme Issue: Medical Informatics and COVID-19 (124) JMIR Theme Issue: COVID-19 Special Issue (2554) Longitudinal and Cohort Studies in Public Health (411) Collateral Damage of the Pandemic: Excess deaths due to disruptions in healthcare and lockdowns (18) Intensive Care Unit (ICU) (160) Early Results from COVID-19 Studies (363)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/70674, first published .
AI Predictive Model of Mortality and Intensive Care Unit Admission in the COVID-19 Pandemic: Retrospective Population Cohort Study of 12,000 Patients

AI Predictive Model of Mortality and Intensive Care Unit Admission in the COVID-19 Pandemic: Retrospective Population Cohort Study of 12,000 Patients

AI Predictive Model of Mortality and Intensive Care Unit Admission in the COVID-19 Pandemic: Retrospective Population Cohort Study of 12,000 Patients

Authors of this article:

Jose Manuel Ruiz Giardin1, 2 Author Orcid Image ;   Óscar Garnica3 Author Orcid Image ;   Nieves Mesa Plaza4 Author Orcid Image ;   Juan Víctor SanMartín López1, 2 Author Orcid Image ;   Ana Farfán Sedano4 Author Orcid Image ;   Elena Madroñal Cerezo4 Author Orcid Image ;   Miguel Ángel Duarte Millán4 Author Orcid Image ;   Aida Izquierdo Martínez4 Author Orcid Image ;   Luis Rivas4 Author Orcid Image ;   Marta Rivilla4 Author Orcid Image ;   Alejandro Morales Ortega4 Author Orcid Image ;   Begoña Frutos Pérez4 Author Orcid Image ;   Cristina De Ancos Aracil4 Author Orcid Image ;   Ruth Calderón1 Author Orcid Image ;   Guillermo Soria Fernandez1 Author Orcid Image ;   Jorge Marrero Francés4 Author Orcid Image ;   David Bernal Bello4 Author Orcid Image ;   Jose Ángel Satué Bartolomé4 Author Orcid Image ;   María Toledano Macías4 Author Orcid Image ;   Sara Piedrabuena García4 Author Orcid Image ;   Marta Guerrero Santillán4 Author Orcid Image ;   Rafael Cristóbal4 Author Orcid Image ;   Belen Mora4 Author Orcid Image ;   Laura Velázquez Ríos4 Author Orcid Image ;   Vanesa García de Viedma4 Author Orcid Image ;   Paula Cuenca Ruiz1 Author Orcid Image ;   Ibone Ayala Larrañaga4 Author Orcid Image ;   Lorena Carpintero1 Author Orcid Image ;   Celia Lara4 Author Orcid Image ;   Alvaro Ricardo Llerena4 Author Orcid Image ;   Virginia García Bermúdez4 Author Orcid Image ;   Gema Delgado Cárdenas5 Author Orcid Image ;   Paloma Pardo Rovira5 Author Orcid Image ;   Elena Tejero Sánchez5 Author Orcid Image ;   Maria Jesús Domínguez García5 Author Orcid Image ;   Carolina Mariño6 Author Orcid Image ;   Cristina Bravo6 Author Orcid Image ;   Ana Ontañon6 Author Orcid Image ;   Mario García6 Author Orcid Image ;   Jose Ignacio Hidalgo Pérez3 Author Orcid Image ;   Santiago Prieto Menchero7 Author Orcid Image ;   Natalia González Pereira7 Author Orcid Image ;   Sonia Gonzalo Pascua4 Author Orcid Image ;   Jorge Tarancón Rey8 Author Orcid Image ;   Luis Antonio Lechuga Suárez8 Author Orcid Image ;   FUENCOVID9
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