# Spatiotemporal Organization of Biofilm Matrix Revealed by Confocal Raman Mapping Integrated with Non-negative Matrix Factorization Analysis

> Research article (Analytical Chemistry, 2019) · cited 36× · AI/ML

**Wikidata**: [openalex:W2990827898](https://www.wikidata.org/wiki/openalex:W2990827898)  
**Source**: https://4ort.xyz/entity/spatiotemporal-organization-of-biofilm-matrix-revealed-by-confocal-raman-mapping-integrated-with-non-negative-matrix-fac