Yan et al reported a prognostic model for a patient with COVID19 in Wuhan, China, based on laboratory testing.
Description
Yan L, Zhang H-T, et al. Prediction of criticality in patients with severe Covid-19 infection using three clinical features: a machine learning-based prognostic model with clinical data in Wuhan. 2020. doi: 10.1101/2020.02.27.20028027. medRxiv.org
Decision Logic (Decision Table)
Percent mortality associated with COVID19 |
F | Serum LDH in U per L | CRP in mg per liter | Percent lymphocytes in the peripheral blood differential | Percent mortality associated with COVID19 | Description | |
[0..20000) | [0..2000] | [0..100] | ||||
1 | >=365 | - | - | 98 | ||
2 | <365 | <41.2 | - | 0 | ||
3 | <365 | >=41.2 | >14.7 | 25 | ||
4 | <365 | >=41.2 | <=14.7 | 85 | ||