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. 2023 Apr 17;13:6236. doi: 10.1038/s41598-023-31850-y

Figure 1.

Figure 1

Overall Study design. Schematic of training and testing stages of this study. Severe COVID-19 is defined as death or use of any form of oxygen supplementation. Critical COVID-19 is defined as death or severe respiratory failure (non-invasive ventilation, high flow oxygen therapy, intubation, or extracorporeal membrane oxygenation).