GastroGPT: Development and controlled testing of a proof-of-concept customized clinical language model

This study pioneered development and comparison of a specialty-specific, clinically-oriented AI model to general-purpose LLMs. GastroGPT demonstrated superior utility overall and on key gastroenterology tasks, highlighting the potential for tailored, task-focused AI models in medicine.

Authors

Institutions

Publication Details

Journal
Endoscopy International Open
Published
2025-06-16
DOI
https://doi.org/10.1055/a-2637-2163
Citations
3
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
1.96
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

GastroGPT: Development and controlled testing of a proof-of-concept customized clinical language model

Enrique de‐Madaria, Javier P. Gisbert, Giulio Antonelli, Alanna Ebigbo et al.
3 citations
Endoscopy International Open
Artificial Intelligence in Healthcare and Education
1.96
article

GastroGPT: Development and controlled testing of a proof-of-concept customized clinical language model

Enrique de‐Madaria, Javier P. Gisbert, Giulio Antonelli, Alanna Ebigbo, Rajiv Jalan, Petr Vaněk, Cem Şimşek, Theodor Voiosu, Mete Tuğcan Üçdal, Omar Elshaarawy, Olga P. Nyssen, Cesare Hassan, H Messmann, Román Turró
article en
3 citations

Abstract

This study pioneered development and comparison of a specialty-specific, clinically-oriented AI model to general-purpose LLMs. GastroGPT demonstrated superior utility overall and on key gastroenterology tasks, highlighting the potential for tailored, task-focused AI models in medicine.

Endoscopy International OpenVol. 13(CP)
University College Hospital (GB), Johns Hopkins University (US), University of Liverpool (GB), Aintree University Hospitals NHS Foundation Trust (GB), University Hospital Augsburg (DE), Hospital Quirón Teknon (ES), Azienda Ospedaliera Sant'Andrea (IT), Hospital Universitario de La Princesa (ES), Hospital General Universitario de Alicante Doctor Balmis (ES), Spitalul Clinic Colentina (RO), IRCCS Humanitas Research Hospital (IT), University College London (GB), Hacettepe University (TR), Palacký University Olomouc (CZ), Sapienza University of Rome (IT)
Quality Education
Openalex Percentile: Top 11%
Artificial Intelligence in Healthcare and Education
1.96
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.