Performance of GPT‐5 in the Interpretation of IBD Histopathology Reports

GPT-5 demonstrated reliable performance in interpreting IBD histological reports, exhibiting high accuracy and strong agreement with the reference standard. While unreliable for IBD-U, GPT-5 may serve as a supportive tool in histopathological interpretation of IBD, particularly in centers with limited access to expert pathologists or IBD-specialists.

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Publication Details

Journal
United European Gastroenterology Journal
Published
2025-12-17
DOI
https://doi.org/10.1002/ueg2.70161
Primary Topic
Microscopic Colitis
Type
article
Field-Weighted Citation Impact
0.00
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article

Performance of GPT‐5 in the Interpretation of IBD Histopathology Reports

Antonio Rispo, Ambrogio Orlando, Antonio Facciorusso, Giovanni Marasco et al.
United European Gastroenterology Journal
Microscopic Colitis
article

Performance of GPT‐5 in the Interpretation of IBD Histopathology Reports

Antonio Rispo, Ambrogio Orlando, Antonio Facciorusso, Giovanni Marasco, Rachele Del Sordo, Marcello Fabio Maida, Alessandro Vitello, Marco Daperno, Giulio Calabrese, Giammarco Mocci, Vincenzo Villanacci, Sandro Sferrazza, Caterina Fattorini, Fabio Salvatore Macaluso, Manuele Furnari, Nicola Decarli, Dario Ligresti, Matteo Tacelli, Giorgia Locci, Lucrezia Laschi
article en

Abstract

GPT-5 demonstrated reliable performance in interpreting IBD histological reports, exhibiting high accuracy and strong agreement with the reference standard. While unreliable for IBD-U, GPT-5 may serve as a supportive tool in histopathological interpretation of IBD, particularly in centers with limited access to expert pathologists or IBD-specialists.

United European Gastroenterology JournalVol. 14(1)
University of Salento (IT), Vita-Salute San Raffaele University (IT), Università degli Studi di Enna Kore (IT), University of Perugia (IT), Ospedale Vincenzo Cervello (IT), Azienda Socio Sanitaria Territoriale degli Spedali Civili di Brescia (IT), Nuovo Ospedale San Giovanni di Dio (IT), Federico II University Hospital (IT), Azienda USL di Bologna (IT), A. O. Ordine Mauriziano di Torino (IT), Ospedale Misericordia - Grosseto (IT), Azienda di Rilievo Nazionale ed Alta Specializzazione (IT), Ospedale Policlinico San Martino (IT), Istituti di Ricovero e Cura a Carattere Scientifico (IT), Azienda Usl Toscana Centro (IT), Azienda Ospedaliera G. Brotzu (IT), Istituto Mediterraneo per i Trapianti e Terapie ad Alta Specializzazione (IT), University of Naples Federico II (IT), University of Brescia (IT), University of Genoa (IT), University of Bologna (IT)
Openalex Percentile: Top 48%
Microscopic Colitis
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