… COVID-19 care. We developed a machine learning model for early prediction of deterioration
of COVID-19 … The model was developed by analyzing longitudinal EHRs of COVID-19 …

… predictor and score (SACOV-19, Score for the prediction of an Advanced disease stage of
COVID-19… is at risk of developing the advanced COVID-19 disease stage, based on data …

… 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 …

… In this work, we present an AI system that is able to predict deterioration of COVID-19 patients
presenting to the ED, where deterioration is defined as the composite outcome of mortality, …

… Coronary heart disease was a strong predictor of deterioration in our cohort, and has been
… to half patients in other reports, and was a strong predictor of ICU transfer or death [8]. Most …

… learning algorithm to predict clinical deterioration among hospitalized COVID-19 patients
by … Finally, we validated our prediction model on an external validation cohort of COVID-19 …

… predicted probability, and, if validated, the score we suggest may be used for triage of
patients with COVID-19 … the prediction of clinical deterioration of patients with moderate-to-severe …

… power to predict the health deterioration of the patients with COVID-19 ahead of time. This
paper also investigates the contribution and importance of each of the vital signs and a set of …

… predict covid-19 related risks in the general population. Five models predicted hospital
admission for covid-19, three predicted … NEWS2 performed best to predict deterioration, while the …

… to predict which patients are most at risk of deterioration. We consider the task of predicting
two types of patient deterioration based on chest X-rays: adverse event deterioration (ie, …