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Diagnostic Performance of ChatGPT-4o in Analyzing Oral Mucosal Lesions: A Comparative Study with Experts
8
Zitationen
20
Autoren
2025
Jahr
Abstract
In this proof-of-concept pilot study, ChatGPT-4o demonstrated high diagnostic accuracy and strong descriptive capabilities in oral mucosal lesion analysis. A residual 8.3% false-negative rate for malignant lesions underscores the need for specialist oversight; however, the model shows promise as an AI-powered triage aid in settings with limited access to specialized care.
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Autoren
- Luigi Angelo Vaira
- Jérôme R. Lechien
- Antonino Maniaci
- Andrea De Vito
- Miguel Mayo‐Yáñez
- Stefania Troise
- Giuseppe Consorti
- Carlos M. Chiesa‐Estomba
- Giovanni Cammaroto
- Thomas Radulesco
- Arianna Di Stadio
- Alessandro Tel
- Andrea Frosolini
- Guido Gabriele
- Giannicola Iannella
- Alberto Maria Saibene
- Paolo Boscolo‐Rizzo
- Giovanna Soro
- Giovanni Salzano
- Giacomo De Riu
Institutionen
- University of Sassari(IT)
- University of Mons(BE)
- Université de Poitiers(FR)
- Università degli Studi di Enna Kore(IT)
- Complexo Hospitalario Universitario A Coruña(ES)
- University of Naples Federico II(IT)
- Marche Polytechnic University(IT)
- Ospedali Riuniti Umberto I(IT)
- Biogipuzkoa Health Research Institute(ES)
- Ospedale G.B. Morgagni - L.Pierantoni(IT)
- Centre National de la Recherche Scientifique(FR)
- Aix-Marseille Université(FR)
- Hôpital de la Conception(FR)
- University of Catania(IT)
- University of Udine(IT)
- University of Siena(IT)
- Sapienza University of Rome(IT)
- AOL (United States)(US)
- Ospedale San Paolo(IT)
- University of Trieste(IT)