# Predicting the necessity of oxygen therapy in the early stage of COVID-19 using machine learning

> Research article (Medical & Biological Engineering & Computing, 2022) · cited 21× · AI/ML

**Wikidata**: [openalex:W4210969170](https://www.wikidata.org/wiki/openalex:W4210969170)  
**Source**: https://4ort.xyz/entity/predicting-the-necessity-of-oxygen-therapy-in-the-early-stage-of-covid-19-using-machine-learning