# Label-free surface-enhanced Raman spectroscopy of serum with machine-learning algorithms for gallbladder cancer diagnosis

> Research article (Photodiagnosis and Photodynamic Therapy, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4362471060](https://www.wikidata.org/wiki/openalex:W4362471060)  
**Source**: https://4ort.xyz/entity/label-free-surface-enhanced-raman-spectroscopy-of-serum-with-machine-learning-algorithms-for-gallbladder-cancer-diagnosi