Validation of Generative AI Techniques for Synthetic Data Generation in Multiple Sclerosis Research: A Comparison with Real-World Evidence from the Italian MS Registry

Pietro Iaffaldano(University of Bari Aldo Moro), María Trojano(University of Bari Aldo Moro), Elisabetta Sauta(IRCCS Humanitas Research Hospital), Saverio D’Amico(Istituti di Ricovero e Cura a Carattere Scientifico), Maria Gabriella Coniglio(Ospedale Madonna Delle Grazie), Victor Savevski(Humanitas University), Tommaso Guerra(University of Bari Aldo Moro), Emilio Portaccio(University of Florence), Matteo Della Porta(University of Milan), Giovanna De Luca(University of Udine), Francesca Caputo, Rocco Totaro(San Salvatore Hospital), Clara Grazia Chisari(University of Catania), Damiano Paolicelli(University of Bari Aldo Moro), Matteo Foschi(University of L'Aquila), Francesco Patti(University of Catania), Giuseppe Salemi, Massimiliano Copetti(Casa Sollievo della Sofferenza), Maria A. Rocca(Vita-Salute San Raffaele University), Mattia Delleani(IRCCS Humanitas Research Hospital), Vincenzo Brescia Morra(Azienda Universitaria Ospedaliera Consorziale - Policlinico Bari), Maria Pia Amato, Mario Alberto Battaglia(University of Siena), Giuseppe Lucisano(Center for Outcomes Research and Clinical Epidemiology), Massimo Filippi(Vita-Salute San Raffaele University), Matilde Inglese(Ospedale Policlinico San Martino), Diana Ferraro(Azienda Ospedaliero-Universitaria di Modena)
medRxiv
November 15, 2025
Cited by 0


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