# Role of standard and soft tissue chest radiography images in deep-learning-based early diagnosis of COVID-19

> Research article (Journal of Medical Imaging, 2021) · cited 18× · AI/ML

**Wikidata**: [openalex:W3203985735](https://www.wikidata.org/wiki/openalex:W3203985735)  
**Source**: https://4ort.xyz/entity/role-of-standard-and-soft-tissue-chest-radiography-images-in-deep-learning-based-early-diagnosis-of-covid-19