# Predicting Mechanical Ventilation and Mortality in COVID-19 Using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study

> Research article (Diagnostics, 2021) · cited 38× · AI/ML

**Wikidata**: [openalex:W3204456443](https://www.wikidata.org/wiki/openalex:W3204456443)  
**Source**: https://4ort.xyz/entity/predicting-mechanical-ventilation-and-mortality-in-covid-19-using-radiomics-and-deep-learning-on-chest-radiographs-a-mul