Research published in Cell Systems showed that machine learning models based on plasma proteomics analysis have precisely estimated the severity of the disease, as well as the individual risk of clinical deterioration in COVID-19 patients.
https://www.cell.com/cell-systems/fulltext/S2405-4712(21)00160-5#%20