# Diagnosis of ventilator-associated pneumonia using electronic nose sensor array signals: solutions to improve the application of machine learning in respiratory research

> Research article (Respiratory Research, 2020) · cited 91× · AI/ML

**Wikidata**: [openalex:W3012390930](https://www.wikidata.org/wiki/openalex:W3012390930)  
**Source**: https://4ort.xyz/entity/diagnosis-of-ventilator-associated-pneumonia-using-electronic-nose-sensor-array-signals-solutions-to-improve-the-applica
