Multimodal large language models for oral lesion diagnosis: a systematic review of diagnostic performance and clinical utility.

Hassanein FEA, Alkabazi M, Tassoker M, Ahmed Y, Alsaeed S, Abou-Bakr A

DOI: 10.3389/froh.2026.1748450
Published: 2026
Container: Frontiers in oral health
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3389/froh.2026.1748450,
  title = {Multimodal large language models for oral lesion diagnosis: a systematic review of diagnostic performance and clinical utility.},
  author = {Hassanein FEA and Alkabazi M and Tassoker M and Ahmed Y and Alsaeed S and Abou-Bakr A},
  year = {2026},
  journal = {Frontiers in oral health},
  doi = {10.3389/froh.2026.1748450},
  url = {https://doi.org/10.3389/froh.2026.1748450}
}

RIS

TY  - JOUR
TI  - Multimodal large language models for oral lesion diagnosis: a systematic review of diagnostic performance and clinical utility.
AU  - Hassanein FEA
AU  - Alkabazi M
AU  - Tassoker M
AU  - Ahmed Y
AU  - Alsaeed S
AU  - Abou-Bakr A
PY  - 2026
JO  - Frontiers in oral health
DO  - 10.3389/froh.2026.1748450
UR  - https://doi.org/10.3389/froh.2026.1748450
ER  -

APA

FEA, H., M, A., M, T., Y, A., S, A., & A, A. (2026). Multimodal large language models for oral lesion diagnosis: a systematic review of diagnostic performance and clinical utility.. Frontiers in oral health. https://doi.org/10.3389/froh.2026.1748450

Source records

pubmed · retrieved 2026-09-27T06:59:29.155Z