COVID-19 prognosis estimation from CAT\nscan radiomics: comparison of different\nmachine learning approaches for predicting\npatients survival and ICU Admission

Since the start of 2020 Sars-COVID19 has given rise to a world-wide pandemic. In an attempt to slow down the spreading of this disease various prevention and diagnostic methods have been developed. In this thesis the attention has been put on Machine Learning to predict prognosis based on data originating from radiological images. \nRadiomics has been used to extract information from images segmen…