# Deep-Learning for the Diagnosis of Esophageal Cancers and Precursor Lesions in Endoscopic Images: A Model Establishment and Nationwide Multicenter Performance Verification Study

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

**Wikidata**: [openalex:W4283646524](https://www.wikidata.org/wiki/openalex:W4283646524)  
**Source**: https://4ort.xyz/entity/deep-learning-for-the-diagnosis-of-esophageal-cancers-and-precursor-lesions-in-endoscopic-images-a-model-establishment-a