# Radiation pneumonia predictive model for radiotherapy in esophageal carcinoma patients

> Research article (BMC Cancer, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4387703595](https://www.wikidata.org/wiki/openalex:W4387703595)  
**Source**: https://4ort.xyz/entity/radiation-pneumonia-predictive-model-for-radiotherapy-in-esophageal-carcinoma-patients