# Machine learning models predict overall survival and progression free survival of non-surgical esophageal cancer patients with chemoradiotherapy based on CT image radiomics signatures

> Research article (Radiation Oncology, 2022) · cited 41× · AI/ML

**Wikidata**: [openalex:W4313248711](https://www.wikidata.org/wiki/openalex:W4313248711)  
**Source**: https://4ort.xyz/entity/machine-learning-models-predict-overall-survival-and-progression-free-survival-of-non-surgical-esophageal-cancer-patient