A roadmap for medical large language models: a review of foundations, applications, and challenges

Yu-Yang Sha, Li Yu, Ze-Hui Lin, Amandeep Kaur, Yan-Yan Lou, Shivanand S Gornale, Tian-Yu Zhang, Ling Shing Wong, Zhi-Wen Wang, Yan Yan, Xian-Bin Zhang, Rui Hong, Ka Li, Sio Kei Im, Paulo de Carvalho, Tao Tan, Ke-Feng Li

Open source

DOI
10.1016/j.mmr.2026.100050
Published
2026
Container
Military Medical Research
Publisher
Elsevier BV
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.mmr.2026.100050,
  title = {A roadmap for medical large language models: a review of foundations, applications, and challenges},
  author = {Yu-Yang Sha and Li Yu and Ze-Hui Lin and Amandeep Kaur and Yan-Yan Lou and Shivanand S Gornale and Tian-Yu Zhang and Ling Shing Wong and Zhi-Wen Wang and Yan Yan and Xian-Bin Zhang and Rui Hong and Ka Li and Sio Kei Im and Paulo de Carvalho and Tao Tan and Ke-Feng Li},
  year = {2026},
  journal = {Military Medical Research},
  doi = {10.1016/j.mmr.2026.100050},
  url = {https://doi.org/10.1016/j.mmr.2026.100050}
}

RIS

TY  - JOUR
TI  - A roadmap for medical large language models: a review of foundations, applications, and challenges
AU  - Yu-Yang Sha
AU  - Li Yu
AU  - Ze-Hui Lin
AU  - Amandeep Kaur
AU  - Yan-Yan Lou
AU  - Shivanand S Gornale
AU  - Tian-Yu Zhang
AU  - Ling Shing Wong
AU  - Zhi-Wen Wang
AU  - Yan Yan
AU  - Xian-Bin Zhang
AU  - Rui Hong
AU  - Ka Li
AU  - Sio Kei Im
AU  - Paulo de Carvalho
AU  - Tao Tan
AU  - Ke-Feng Li
PY  - 2026
JO  - Military Medical Research
DO  - 10.1016/j.mmr.2026.100050
UR  - https://doi.org/10.1016/j.mmr.2026.100050
ER  - 

APA

Sha, Y., Yu, L., Lin, Z., Kaur, A., Lou, Y., Gornale, S. S., Zhang, T., Wong, L. S., Wang, Z., Yan, Y., Zhang, X., Hong, R., Li, K., Im, S. K., Carvalho, P. D., Tan, T., & Li, K. (2026). A roadmap for medical large language models: a review of foundations, applications, and challenges. Military Medical Research. https://doi.org/10.1016/j.mmr.2026.100050

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