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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

  46

• PO:31:161 | First-line diagnostic tests to intercept primary heart involvement in systemic sclerosis: clinical associations from the SPRING-SIR registry Antonio Tonutti^1|2, Francesca Motta^1|2, Rossella De Angelis³, Valeria Riccieri⁴, Silvia Laura Bosello⁵, Fabio Cacciapaglia⁶, Veronica Codullo⁷, Giacomo De Luca⁸, Francesca Ingegnoli⁹, Dilia Giuggioli¹⁰, Clodoveo Ferri¹⁰, Marco Matucci-Cerinic⁸, Carlo Selmi^1|2, Maria De Santis^1|2 | ¹Department of Biomedical Sciences, Humanitas University Pieve Emanuele, Milan, Italy; ²Rheumatology and Clinical Immunology, IRCCS Humanitas Research Hospital Rozzano, Milan, Italy; ³Università Politecnica delle Marche Ancona, Italy; ⁴Università degli Studi di Roma La Sapienza Roma, Italy; ⁵Università Cattolica del Sacro Cuore Roma, Italy; ⁶Università degli Studi di Bari Aldo Moro Bari, Italy; ⁷Reumatologia, Fondazione IRCCS Policlinico San Matteo Pavia, Italy; ⁸Università Vita-Salute San Raffaele Milano, Italy; ⁹Università degli Studi di Milano, Italy; ¹⁰Università degli Studi di Modena e Reggio Emilia, Italy

  Società Italiana di Reumatologia

  18-03-2026

  https://doi.org/10.4081/reumatismo.2025.2366

  53

• CO:08:5 | Clinical impact of anti-Ro52 antibodies in idiopathic inflammatory myopathies: insights from a multicenter Italian cohort Paola Bizioli¹, Cesare Tomasi², Francesca Bellisai³, Francesca Buzzulini⁴, Antonio Tonutti^5|6, Angela Ceribelli^5|6, Edoardo Conticini³, Anna Ghirardello⁷, Luca Iaccarino⁷, Danilo Villalta⁴, Franco Franceschini¹, Ilaria Cavazzana¹. | ¹Rheumatology and Clinical Immunology Unit - ERN ReCONNET, ASST Spedali Civili of Brescia; ²Department of Clinical and Experimental Sciences, University of Brescia; ³Department of Medicine, Surgery and Neurosciences, Rheumatology Unit, University of Siena; ⁴Department of Laboratory Immunology and Allergology, Santa Maria degli Angeli Hospital, Pordenone; ⁵Department of Biomedical Sciences, Humanitas University, Rozzano (MI); ⁶Rheumatology and Clinical Immunology, Istituti di Ricovero e Cura a Carattere Scientifico, Humanitas Research Hospital, Rozzano (MI); ⁷Division of Rheumatology, Department of Medical and Surgical Sciences, University of Padova, Italy

  Società Italiana di Reumatologia

  25-11-2025

  https://doi.org/10.4081/reumatismo.2025.1984

  168

• PO:31:168 | Risk factors for cancer in systemic sclerosis, impact on disease phenotype and prognosis, and proposal of machine learning-based personalized screening strategies: insights from an EUSTAR study Antonio Tonutti^1|2, Francesca Motta^1|2, Stefano Erba^1|2, Britta Maurer³, Cristiana Sieiro Santos³, Duygu Temiz Karadag³, Elena Rezus³, Elisabetta Zanatta³, Fabiola Atzeni³, Francesco Benvenuti³, Gabor Kumanovics³, Gabriella Szucs³, Gianluca Moroncini³, Gonçalo Boleto³, Leila Caillault³, Lilian Maria Lopez Nunez³, Masataka Kuwana³, Massimiliano Limonta³, Maurizio Cutolo³, Oliver Distler³, Radim Bevcar³, Roberto Giacomelli³, Rossella De Angelis³, Serena Guiducci³, Stefano Stano³, Valeria Riccieri³, Yasser El Miedany³, Sophie Blaise³, Carlo Selmi^1|2, Maria De Santis^1|2 | ¹Department of Biomedical Sciences, Humanitas University Pieve Emanuele, Milan, Italy; ²Rheumatology and Clinical Immunology, IRCCS Humanitas Research Hospital Rozzano, Milan, Italy; ³EUSTAR collaborators EUSTAR * OTHER

  Società Italiana di Reumatologia

  18-03-2026

  https://doi.org/10.4081/reumatismo.2025.2367

  31

• PO:32:187 | AI-assisted reading outperforms visual scoring of pulmonary CT scans to predict interstitial lung disease progression in systemic sclerosis Francesca Motta¹, Antonio Tonutti¹, Federica Catapano², Gianluca Sellaro², Francesco Amati³, Anna Stainer³, Calogero Messana², Stefano Erba¹, Stefano Aliberti³, Marco Francone², Carlo Selmi¹, Maria De Santis¹ | ¹Humanitas University and IRCCS Humanitas Research Hospital, Department of Rheumatology and Clinical Immunology Rozzano, Milan, Italy; ²IRCCS Humanitas Research Hospital, Department of Radiology Rozzano, Milan, Italy; ³IRCCS Humanitas Research Hospital, Respiratory Unit Rozzano, Milan, Italy

  Società Italiana di Reumatologia

  18-03-2026

  https://doi.org/10.4081/reumatismo.2025.2373

  31

• CO:05:4 | Natural language processing reveals demographic features, comorbidities, and clinical domains to predict treatment longevity of b/tsDMARDs in psoriatic arthritis Antonio Tonutti^1|2, Pierandrea Morandini³, Cosimo Faeti³, Nicoletta Luciano^1|2, Saverio D'Amico³, 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

  Società Italiana di Reumatologia

  18-03-2026

  https://doi.org/10.4081/reumatismo.2025.2275

  39

• PO:33:199 | Prevalence and clinical associations of antiphospholipid antibodies in patients with systemic sclerosis in the SPRING-SIR registry Antonio Tonutti^1|2, Ilaria Cavazzana³, Angela Ceribelli^1|2, Maria De Santis^1|2, Giacomo De Luca^4|5, Maria Grazia Lazzaroni³, Franco Franceschini³, Carlo Selmi^1|2, Valeria Riccieri⁶, Silvia Laura Bosello⁷, Fabio Cacciapaglia⁸, Veronica Codullo⁹, Francesca Ingegnoli¹⁰, Dilia Giuggioli¹¹, Rossella De Angelis¹², Clodoveo Ferri¹¹, Marco Matucci-Cerinic^4|5 | ¹Department of Biomedical Sciences, Humanitas Universityce Pieve Emanuele, Milan, Italy; ²Rheumatology and Clinical Immunology, IRCCS Humanitas Research Hospital Rozzano, Milan, Italy; ³Rheumatology and Clinical Immunology - ASST Spedali Civili Brescia - Department of Clinical and Experimental Sciences - Brescia, Italy; ⁴Vita-Salute San Raffaele University Milan, Italy; ⁵Unit of Immunology, Rheumatology, Allergy and Rare Diseases UnIRAR and INFLAGE Initiative, IRCCS San Raffaele Hospital Milan, Italy; ⁶University of Rome La Sapienza Rome, Italy; ⁷Catholic University of Sacred Heart Rome, Italy; ⁸LUM University Bari, Italy; ⁹Rheumatology Unit, Fondazione IRCCS Policlinico San Matteo Pavia, Italy; ¹⁰University of Milan Milan, Italy; ¹¹University of Modena and Reggio Emilia Modena, Italy; ¹²Politechnic University of Marche Ancona, Italy

  Società Italiana di Reumatologia

  18-03-2026

  https://doi.org/10.4081/reumatismo.2025.2376

  29