# A preoperative predictive model based on multi-modal features to predict pathological complete response after neoadjuvant chemoimmunotherapy in esophageal cancer patients

> Research article (Frontiers in Immunology, 2025) · cited 13× · AI/ML

**Wikidata**: [openalex:W4406850285](https://www.wikidata.org/wiki/openalex:W4406850285)  
**Source**: https://4ort.xyz/entity/a-preoperative-predictive-model-based-on-multi-modal-features-to-predict-pathological-complete-response-after-neoadjuvan