# Rapid identification and quantitative analysis of malachite green in fish via SERS and 1D convolutional neural network

> Research article (Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy, 2024) · cited 17× · AI/ML

**Wikidata**: [openalex:W4399629041](https://www.wikidata.org/wiki/openalex:W4399629041)  
**Source**: https://4ort.xyz/entity/rapid-identification-and-quantitative-analysis-of-malachite-green-in-fish-via-sers-and-1d-convolutional-neural-network