# Prediction of oxygen requirement in patients with COVID-19 using a pre-trained chest radiograph xAI model: efficient development of auditable risk prediction models via a fine-tuning approach

> Research article (Scientific Reports, 2022) · cited 22× · AI/ML

**Wikidata**: [openalex:W4311585688](https://www.wikidata.org/wiki/openalex:W4311585688)  
**Source**: https://4ort.xyz/entity/prediction-of-oxygen-requirement-in-patients-with-covid-19-using-a-pre-trained-chest-radiograph-xai-model-efficient-deve