Large language models for detecting colorectal polyps in endoscopic images.

Carlini L, Massimi D, Mori Y, Antonelli G, Rizkala T, Spadaccini M, Lena C, Parasa S, Bisschops R, von Renteln D, O'Reilly S, Sharma P, Rex DK, Bretthauer M, Repici A, De Momi E, Hassan C

Open source

DOI: 10.1136/gutjnl-2025-335091
Published: 2026 Apr 7
Container: Gut
Publisher: Not recorded
Open access: unknown

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1136/gutjnl-2025-335091,
  title = {Large language models for detecting colorectal polyps in endoscopic images.},
  author = {Carlini L and Massimi D and Mori Y and Antonelli G and Rizkala T and Spadaccini M and Lena C and Parasa S and Bisschops R and von Renteln D and O'Reilly S and Sharma P and Rex DK and Bretthauer M and Repici A and De Momi E and Hassan C},
  year = {2026},
  journal = {Gut},
  doi = {10.1136/gutjnl-2025-335091},
  url = {https://doi.org/10.1136/gutjnl-2025-335091}
}

RIS

TY  - JOUR
TI  - Large language models for detecting colorectal polyps in endoscopic images.
AU  - Carlini L
AU  - Massimi D
AU  - Mori Y
AU  - Antonelli G
AU  - Rizkala T
AU  - Spadaccini M
AU  - Lena C
AU  - Parasa S
AU  - Bisschops R
AU  - von Renteln D
AU  - O'Reilly S
AU  - Sharma P
AU  - Rex DK
AU  - Bretthauer M
AU  - Repici A
AU  - De Momi E
AU  - Hassan C
PY  - 2026
JO  - Gut
DO  - 10.1136/gutjnl-2025-335091
UR  - https://doi.org/10.1136/gutjnl-2025-335091
ER  -

APA

L, C., D, M., Y, M., G, A., T, R., M, S., C, L., S, P., R, B., D, V. R., S, O., P, S., DK, R., M, B., A, R., E, D. M., & C, H. (2026). Large language models for detecting colorectal polyps in endoscopic images.. Gut. https://doi.org/10.1136/gutjnl-2025-335091

Source records

pubmed · retrieved 2026-09-26T16:16:35.328Z