# A fast antibiotic detection method for simplified pretreatment through spectra-based machine learning

> Research article (Frontiers of Environmental Science & Engineering, 2021) · cited 29× · AI/ML

**Wikidata**: [openalex:W3198542749](https://www.wikidata.org/wiki/openalex:W3198542749)  
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