Skip to content
DraconiticResearch
Search Sources API
186,086 studies31 sourcesUpdated 26 min ago
Peer-reviewedCC BY-NC-ND 4.0Scientific Reports

Hybrid retrieval–verification framework for hallucination reduction in medical LLMs

Related

  1. Real-world evaluation of a multilingual agentic retrieval-augmented clinical AI framework for evidence-grounded medical decision support
    Mohammad Hossein Imani, Mohammad Hasannejad, Amir Hossein Imani +1
    Scientific ReportsPeer-reviewedCC BY-NC-ND 4.0Full textEpidemiology & public healthCrossref
  2. HalluciGuard-eye: knowledge graph-enhanced retrieval-augmented generation for hallucination detection and mitigation in ophthalmic multimodal large language models
    Ge Wu, Chong Ai, Weiqi Wu
    Frontiers in EndocrinologyPeer-reviewedCC BY 4.0Full textEndocrinology & metabolismCrossrefEurope PMC
  3. From Discovery to Verification: A Thirty-Three-Year Analysis of Research Design in Three Leading General Medical Journals, 1992–2024
    Zhe Chen, Rei Gou
    Journal of Clinical Medicine ResearchPeer-reviewedCC BYFull textGeneral medicineEurope PMC
  4. A Systematic Review of Spaced Repetition, Retrieval Practice, and Academic Performance in Undergraduate Medical Students
    Nathan K Luu, Scott Severance
    CureusPeer-reviewedCC BYFull textGeneral medicineEurope PMC
  5. Citation reliability of frontier large language models in medical writing and its automated verification
    R. Shin, J.-M. Lee, J. Park +4
    medRxivPreprintCC BYFull textEpidemiology & public healthmedRxiv
BibTeX
@article{reddy2026hybrid,
  title = {{Hybrid retrieval–verification framework for hallucination reduction in medical LLMs}},
  author = {Sudheer Reddy and Shirina Samreen},
  journal = {Scientific Reports},
  year = {2026},
  month = oct,
  doi = {10.1038/s41598-026-75909-y},
  url = {https://www.nature.com/articles/s41598-026-75909-y},
  note = {CC BY-NC-ND 4.0},
}
RIS
TY  - JOUR
TI  - Hybrid retrieval–verification framework for hallucination reduction in medical LLMs
AU  - Sudheer Reddy
AU  - Shirina Samreen
PY  - 2026
DA  - 2026/10/26
JO  - Scientific Reports
DO  - 10.1038/s41598-026-75909-y
UR  - https://www.nature.com/articles/s41598-026-75909-y
SN  - 2045-2322
ER  -