# Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice

> Research article (AIMS Public Health, 2021) · cited 80× · AI/ML

**Wikidata**: [openalex:W3138371708](https://www.wikidata.org/wiki/openalex:W3138371708)  
**Source**: https://4ort.xyz/entity/automatic-covid-19-disease-diagnosis-using-1d-convolutional-neural-network-and-augmentation-with-human-respiratory-sound