# Label-free Raman microspectroscopic imaging with chemometrics for cellular investigation of apple ring rot and nondestructive early recognition using near-infrared reflection spectroscopy with machine learning

> Research article (Talanta, 2023) · cited 13× · AI/ML

**Wikidata**: [openalex:W4386811322](https://www.wikidata.org/wiki/openalex:W4386811322)  
**Source**: https://4ort.xyz/entity/label-free-raman-microspectroscopic-imaging-with-chemometrics-for-cellular-investigation-of-apple-ring-rot-and-nondestru