# Machine Learning-Based Heavy Metal Ion Detection Using Surface-Enhanced Raman Spectroscopy

> Research article (Sensors, 2022) · cited 34× · AI/ML

**Wikidata**: [openalex:W4205194073](https://www.wikidata.org/wiki/openalex:W4205194073)  
**Source**: https://4ort.xyz/entity/machine-learning-based-heavy-metal-ion-detection-using-surface-enhanced-raman-spectroscopy