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• PO:26:096 | From free text to diagnosis: a Natural Language Processing approach for identifying rheumatoid and psoriatic arthritis in the Emergency Department Antonio Tonutti^1|2, Pierandrea Morandini³, Cosimo Faeti³, Nicoletta Luciano^1|2, Saverio D'Amico³, Antonio Voza^1|4, Victor Savevski³, Carlo Selmi^1|2 | ¹Department of Biomedical Sciences, Humanitas University Pieve Emanuele, Milan, Italy; ²Rheumatology and Clinical Immunology, IRCCS Humanitas Research Hospital Rozzano, Milan, Italy; ³Artificial Intelligence Unit, IRCCS Humanitas Research Hospital Rozzano, Milan, Italy; ⁴Emergency Department, IRCCS Humanitas Research Hospital Rozzano, Milan, Italy

  Società Italiana di Reumatologia

  18-03-2026

  https://doi.org/10.4081/reumatismo.2025.2357

  23

• CO:05:1 | Predicting one-year disease activity in systemic lupus erythematosus using machine learning and explainable AI Pier Giacomo Cerasuolo¹, Augusta Ortolan¹, Livia Lilli², Laura Antenucci², Carlotta Maschiocchi², Jacopo Lenkowicz², Lucia Lanzo¹, Luca Petricca¹, Maria Rita Gigante¹, Vivianaantonella Pacucci¹, Pierluigi Rizzuti¹, Rebecca Ventura¹, Silvia Piunno¹, Cesare Gavotti¹, Marco Gorini³, Gabriella Castellino³, Alfredo Cesario², Stefano Patarnello², Silvia Laura Bosello¹, Maria Antonietta D'Agostino¹. | ¹UOC di Reumatologia ed Immunologia Clinica, Fondazione Policlinico A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Roma; ²Gemelli Generator, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma; ³AstraZeneca Italy, MIND, Milano, Italy

  Società Italiana di Reumatologia

  25-11-2025

  https://doi.org/10.4081/reumatismo.2025.1970

  180