TY - GEN AU - Garcia-Gutiérrez, Susana AU - Esteban-Aizpiri, Cristobal AU - Lafuente, Iratxe AU - Barrio, Irantzu AU - Quiros, Raul AU - Quintana, Jose Maria AU - Uranga, Ane AU - COVID-REDISSEC Working Group AU - Muñoz Carrero, Adolfo AU - Sánchez-de-Madariaga, Ricardo PY - 2022 DO - 10.1038/s41598-022-09771-z UR - http://hdl.handle.net/20.500.12105/15789 AB - Despite the publication of great number of tools to aid decisions in COVID-19 patients, there is a lack of good instruments to predict clinical deterioration. COVID19-Osakidetza is a prospective cohort study recruiting COVID-19 patients. We collected... LA - eng PB - Nature Publishing Group KW - COVID-19 KW - Clinical Deterioration KW - Humans KW - Machine Learning KW - Oxygen KW - Prospective Studies TI - Machine learning-based model for prediction of clinical deterioration in hospitalized patients by COVID 19 TY - research article ER -