# Rapid discrimination and ratio quantification of mixed antibiotics in aqueous solution through integrative analysis of SERS spectra via CNN combined with NN-EN model

> Research article (Journal of Advanced Research, 2024) · cited 50× · AI/ML

**Wikidata**: [openalex:W4393132326](https://www.wikidata.org/wiki/openalex:W4393132326)  
**Source**: https://4ort.xyz/entity/rapid-discrimination-and-ratio-quantification-of-mixed-antibiotics-in-aqueous-solution-through-integrative-analysis-of-s