# Words matter: using natural language processing to predict neurosurgical residency match outcomes

> Research article (Journal of neurosurgery, 2022) · cited 16× · AI/ML

**Wikidata**: [openalex:W4286722203](https://www.wikidata.org/wiki/openalex:W4286722203)  
**Source**: https://4ort.xyz/entity/words-matter-using-natural-language-processing-to-predict-neurosurgical-residency-match-outcomes