Improving non-expert performance in musculoskeletal MRI protocoling through a large language model
- DOI
- 10.1038/s41598-026-41898-1
- Published
- 2026-03-06
- Container
- Scientific Reports
- Publisher
- Springer Science and Business Media LLC
- 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:10.1038/s41598-026-41898-1,
title = {Improving non-expert performance in musculoskeletal MRI protocoling through a large language model},
author = {Sungwon Lee and Hyeondeok Choi and Keum San Chun and Seungeun Lee and Hyemin Park and Tuan Dinh Le and Pritam Mukherjee and Jungwoo Lee and Soy Chang and So-Yeon Lee and Joon-Yong Jung},
year = {2026},
journal = {Scientific Reports},
doi = {10.1038/s41598-026-41898-1},
url = {https://doi.org/10.1038/s41598-026-41898-1}
}RIS
TY - JOUR TI - Improving non-expert performance in musculoskeletal MRI protocoling through a large language model AU - Sungwon Lee AU - Hyeondeok Choi AU - Keum San Chun AU - Seungeun Lee AU - Hyemin Park AU - Tuan Dinh Le AU - Pritam Mukherjee AU - Jungwoo Lee AU - Soy Chang AU - So-Yeon Lee AU - Joon-Yong Jung PY - 2026 JO - Scientific Reports DO - 10.1038/s41598-026-41898-1 UR - https://doi.org/10.1038/s41598-026-41898-1 ER -
APA
Lee, S., Choi, H., Chun, K. S., Lee, S., Park, H., Le, T. D., Mukherjee, P., Lee, J., Chang, S., Lee, S., & Jung, J. (2026). Improving non-expert performance in musculoskeletal MRI protocoling through a large language model. Scientific Reports. https://doi.org/10.1038/s41598-026-41898-1
Source records
- crossref · retrieved 2026-11-10T13:08:15.192Z