Large language model for interpreting the Paris classification of colorectal polyps
M-LLMs performed comparably to endoscopists in distinguishing non-polypoid from polypoid lesions but failed to reliably identify pedunculated morphology.
Authors
- Elena Demomi
- Cesare Hassan (ORCID: https://orcid.org/0000-0001-7167-1459)
- Daniel von Renteln (ORCID: https://orcid.org/0000-0002-6125-0068)
- Victor Savevski (ORCID: https://orcid.org/0000-0002-3376-8740)
- Alessandro Repici (ORCID: https://orcid.org/0000-0002-1621-6450)
- Giulio Antonelli (ORCID: https://orcid.org/0000-0003-1797-3864)
- Davide Massimi (ORCID: https://orcid.org/0000-0002-0926-514X)
- Sravanthi Parasa
- Roberto de Sire (ORCID: https://orcid.org/0000-0002-6448-2649)
- Michael Bretthauer (ORCID: https://orcid.org/0000-0001-9653-6886)
- Chiara Lena (ORCID: https://orcid.org/0009-0003-0326-0342)
- Tommy Rizkala
- Marco Spadaccini (ORCID: https://orcid.org/0000-0003-3909-9012)
- L Di Stefano
- Ludovico Alfarone (ORCID: https://orcid.org/0000-0001-9702-4508)
- Susanne M. O’Reilly (ORCID: https://orcid.org/0000-0002-9220-6465)
- Raf Bisschops (ORCID: https://orcid.org/0000-0002-9994-8226)
- Alessandro D'aprano
- Yuichi Mori (ORCID: https://orcid.org/0000-0003-2262-0334)
- Prateek Sharma (ORCID: https://orcid.org/0000-0002-2753-1923)
- Luigi Carlini
- Douglas K. Rex
Institutions
- Oslo University Hospital (NO)
- Humanitas University (IT)
- University of Kansas (US)
- University of Oslo (NO)
- Swedish Medical Center (US)
- SHOWA Medical University Northern Yokohama Hospital (JP)
- St. Vincent's University Hospital (IE)
- Centre Hospitalier de l’Université de Montréal (CA)
- Kansas City VA Medical Center (US)
- Ospedale Eugenio Morelli (IT)
- IRCCS Humanitas Research Hospital (IT)
- Indiana University School of Medicine
- Indiana University – Purdue University Indianapolis (US)
- Politecnico di Milano (IT)
- KU Leuven (BE)
Publication Details
- Journal
- Endoscopy International Open
- Published
- 2025-10-09
- DOI
- https://doi.org/10.1055/a-2703-0209
- Primary Topic
- Colorectal Cancer Screening and Detection
- Type
- article
- Field-Weighted Citation Impact
- 0.00