# Accurate and fast identification of minimally prepared bacteria phenotypes using Raman spectroscopy assisted by machine learning

> Research article (Scientific Reports, 2022) · cited 43× · AI/ML

**Wikidata**: [openalex:W4298147611](https://www.wikidata.org/wiki/openalex:W4298147611)  
**Source**: https://4ort.xyz/entity/accurate-and-fast-identification-of-minimally-prepared-bacteria-phenotypes-using-raman-spectroscopy-assisted-by-machine-