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
- Enrique de‐Madaria (ORCID: https://orcid.org/0000-0002-2412-9541)
- Javier P. Gisbert (ORCID: https://orcid.org/0000-0003-2090-3445)
- Giulio Antonelli (ORCID: https://orcid.org/0000-0003-1797-3864)
- Alanna Ebigbo (ORCID: https://orcid.org/0000-0001-7765-035X)
- Rajiv Jalan (ORCID: https://orcid.org/0000-0002-7747-4015)
- Petr Vaněk (ORCID: https://orcid.org/0000-0001-9573-5277)
- Cem Şimşek (ORCID: https://orcid.org/0000-0002-7037-5233)
- Theodor Voiosu (ORCID: https://orcid.org/0000-0003-3250-4900)
- Mete Tuğcan Üçdal (ORCID: https://orcid.org/0000-0002-2321-2642)
- Omar Elshaarawy (ORCID: https://orcid.org/0000-0002-6945-6204)
- Olga P. Nyssen (ORCID: https://orcid.org/0000-0002-4920-9310)
- Cesare Hassan (ORCID: https://orcid.org/0009-0009-9084-6504)
- H Messmann
- Román Turró
Institutions
- 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)
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