# Detection of COVID-19 from Deep Breathing Sounds Using Sound Spectrum with Image Augmentation and Deep Learning Techniques

> Research article (Electronics, 2022) · cited 15× · AI/ML

**Wikidata**: [openalex:W4291000666](https://www.wikidata.org/wiki/openalex:W4291000666)  
**Source**: https://4ort.xyz/entity/detection-of-covid-19-from-deep-breathing-sounds-using-sound-spectrum-with-image-augmentation-and-deep-learning-techniqu