An Interpretable Model-Based Prediction of Severity and Crucial Factors in Patients with COVID-19

Figure 4

With the help of an interpretable module, we can know how the machine learning model concludes each individual. A 69-year-old patient was predicted to be deteriorating with a possibility of 0.978 (97.8%). The days from symptom onset to hospital admission was seven days, and the temperature at admission was 37.4°C. The neutrophil was /L, with a neutrophil ratio of 92.5% and an NLR of 17.46.