… review recent literature on using ML for diagnosis and prediction of severity and mortality risk
in COVID-19… to classification tasks elated to COVID-19 applications, and other issues of the …

… risk of death. Recent studies reviewed predictive models for SARS-CoV-2 diagnosis, … , and
baseline ML methods to predict mortality based on radiological severity scores (accounting for …

… performance in estimating the total mortality and prediction of the outbreak of COVID-19. …
regions caused by COVID-19 and thus facilitated in determining the severity of illness and was …

… of machine-learning-based approaches to predict hospital … Therefore, AI has been used for
the diagnosis of COVID-19 … applied to determine COVID-19 severity by predicting the need for …

… that the mortality rate of patients with severe COVID-19 is … can help to predict the course of
the disease at diagnosis. In … of model’s high-risk prediction to death for the test data set were …

… be at risk of COVID-19-related severe morbidity and mortality, … Finally, for the remaining
articles, we reviewed the full text … novel predictive machine learning methods to COVID-19 data …

… CT scans are a useful tool for diagnosing COVID-19. … to predict COVID-19 mortality with
over 90% of accuracy [10]. Thus,we hypothesize that using Machine Learning to classify severity …

… works utilizing machine learning approaches for early mortality prediction of patients …
mortality risk predicting technique for identifying the patients with high risk among both COVID-19 …

… a variety of learning methods, for early prediction of severity using … -based medical diagnosis,
Artificial intelligence (AI) … to assess the severity of the patient and the risk of death precisely …

… a mortality risk prediction model for COVID-19 based on ML … is a central hospital for COVID-19
diagnosis and treatment in the … predicting COVID-19 related mortality and disease severity …