# A survey on retrieval-augmentation generation (RAG) models for healthcare applications

> Research article (Neural Computing and Applications, 2025) · cited 15× · AI/ML

**Wikidata**: [openalex:W4415233873](https://www.wikidata.org/wiki/openalex:W4415233873)  
**Source**: https://4ort.xyz/entity/a-survey-on-retrieval-augmentation-generation-rag-models-for-healthcare-applications