# Non-linear modifications enhance prediction of pathological response to pre-operative PD-1 blockade in lung cancer: A longitudinal hybrid radiological model

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

**Wikidata**: [openalex:W4388706358](https://www.wikidata.org/wiki/openalex:W4388706358)  
**Source**: https://4ort.xyz/entity/non-linear-modifications-enhance-prediction-of-pathological-response-to-pre-operative-pd-1-blockade-in-lung-cancer-a-lon