# Deep learning diagnostic and risk-stratification pattern detection for COVID-19 in digital lung auscultations: clinical protocol for a case–control and prospective cohort study

> Research article (BMC Pulmonary Medicine, 2021) · cited 29× · AI/ML

**Wikidata**: [openalex:W3136868560](https://www.wikidata.org/wiki/openalex:W3136868560)  
**Source**: https://4ort.xyz/entity/deep-learning-diagnostic-and-risk-stratification-pattern-detection-for-covid-19-in-digital-lung-auscultations-clinical-p