Doctors treating COVID-19 patients can use this online risk calculator, https://med-predict.com/, to predict risk of COVID-19 severity in early infection/disease by using laboratory parameters. This neural network-based calculator uses cutoff values specified for COVID-19 patients. Details on this in an article (Prediction of COVID-19 severity using laboratory findings on admission: informative values, thresholds, ML model performance - PubMed) in the BMJ Open.
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