Vision–language foundation models for multimodal medical image understanding and report generation: a narrative review with quantitative synthesis

Shahid Mehmood, Farman Matloob Khan, Abeer A. K. Alharbi, Abdul Khader Jilani Saudagar, Mona Alkhattabi, Muhammad Adnan Khan, Muhammad Amir Khan

Open source

DOI
10.3389/fmed.2026.1958283
Published
2026-10-26
Container
Frontiers in Medicine
Publisher
Frontiers Media SA
Open access
unknown

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BibTeX

@article{allodium:10.3389/fmed.2026.1958283,
  title = {Vision–language foundation models for multimodal medical image understanding and report generation: a narrative review with quantitative synthesis},
  author = {Shahid Mehmood and Farman Matloob Khan and Abeer A. K. Alharbi and Abdul Khader Jilani Saudagar and Mona Alkhattabi and Muhammad Adnan Khan and Muhammad Amir Khan},
  year = {2026},
  journal = {Frontiers in Medicine},
  doi = {10.3389/fmed.2026.1958283},
  url = {https://doi.org/10.3389/fmed.2026.1958283}
}

RIS

TY  - JOUR
TI  - Vision–language foundation models for multimodal medical image understanding and report generation: a narrative review with quantitative synthesis
AU  - Shahid Mehmood
AU  - Farman Matloob Khan
AU  - Abeer A. K. Alharbi
AU  - Abdul Khader Jilani Saudagar
AU  - Mona Alkhattabi
AU  - Muhammad Adnan Khan
AU  - Muhammad Amir Khan
PY  - 2026
JO  - Frontiers in Medicine
DO  - 10.3389/fmed.2026.1958283
UR  - https://doi.org/10.3389/fmed.2026.1958283
ER  - 

APA

Mehmood, S., Khan, F. M., Alharbi, A. A. K., Saudagar, A. K. J., Alkhattabi, M., Khan, M. A., & Khan, M. A. (2026). Vision–language foundation models for multimodal medical image understanding and report generation: a narrative review with quantitative synthesis. Frontiers in Medicine. https://doi.org/10.3389/fmed.2026.1958283

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