# Integrating transformer-based machine learning with SERS technology for the analysis of hazardous pesticides in spinach

> Research article (Journal of Hazardous Materials, 2024) · cited 56× · AI/ML

**Wikidata**: [openalex:W4393857950](https://www.wikidata.org/wiki/openalex:W4393857950)  
**Source**: https://4ort.xyz/entity/integrating-transformer-based-machine-learning-with-sers-technology-for-the-analysis-of-hazardous-pesticides-in-spinach