A roadmap for medical large language models: a review of foundations, applications, and challenges
- DOI
- 10.1016/j.mmr.2026.100050
- Published
- 2026
- Container
- Military Medical Research
- Publisher
- Elsevier BV
- Open access
- unknown
Credibility signals
uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
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
Source records
- crossref · retrieved 2026-09-26T03:30:59.604Z