TY - JOUR AU - Garcia-GutiƩrrez, 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 PY - 2022 DO - 10.1038/s41598-022-09771-z UR - http://hdl.handle.net/10668/19598 T2 - Scientific reports 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 - en 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 VL - 12 ER -