# Optimization of XCMS parameters for LC–MS metabolomics: an assessment of automated versus manual tuning and its effect on the final results

> Research article (Metabolomics, 2020) · cited 56× · AI/ML

**Wikidata**: [openalex:W2999461658](https://www.wikidata.org/wiki/openalex:W2999461658)  
**Source**: https://4ort.xyz/entity/optimization-of-xcms-parameters-for-lcms-metabolomics-an-assessment-of-automated-versus-manual-tuning-and-its-effect-on-