# Anomaly detection using 1D convolutional neural networks for surface enhanced raman scattering

> Research article (SPIE Future Sensing Technologies, 2020) · cited 22× · AI/ML

**Wikidata**: [openalex:W3105676231](https://www.wikidata.org/wiki/openalex:W3105676231)  
**Source**: https://4ort.xyz/entity/anomaly-detection-using-1d-convolutional-neural-networks-for-surface-enhanced-raman-scattering