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Machine Learning to Predict Remission Between 6 and 24 Months in Rheumatoid Arthritis: Insights From JAK, an International Registry Collaboration.

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Title: Machine Learning to Predict Remission Between 6 and 24 Months in Rheumatoid Arthritis: Insights From JAK, an International Registry Collaboration.
Authors: Salis Z; University of Montpellier and Physiology and Experimental Medicine of the Heart and Muscles, Montpellier, France.; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland., Mongin D; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland.; Geneva Center for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland., Choquette D; Centre Hospitalier de l'Université de Montréal, Institut de Recherche en Rhumatologie, Montréal, Québec, Canada., Coupal L; Centre Hospitalier de l'Université de Montréal, Institut de Recherche en Rhumatologie, Montréal, Québec, Canada., Codreanu C; Center of Rheumatic Diseases, University of Medicine and Pharmacy, Bucharest, Romania., Iannone F; Rheumatology Unit, Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Aldo Moro, Bari, Italy., Caporali R; Department of Clinical Sciences and Community Health, Università degli Studi di Milano and Rheumatology Unit, ASST G. Pini-CTO, Milan, Italy., Kvien TK; Center for Treatment of Rheumatic and Musculoskeletal Diseases, Diakonhjemmet Hospital, Oslo, Norway., Provan S; Center for Treatment of Rheumatic and Musculoskeletal Diseases, Diakonhjemmet Hospital, Oslo, Norway., Fritsch-Stork R; Biologica Registry BioReg, Stockerau, Austria.; Health Care Center Mariahilf of ÖGK, Vienna, Austria.; Rheumatology, Sigmund Freud University, Vienna, Austria., Nordström D; Departments of Medicine and Rheumatology, Helsinki University Hospital, The National Register of Antirheumatic and Biological Medicines in Finland, Helsinki, Finland., Trokovic N; Departments of Medicine and Rheumatology, Helsinki University Hospital, The National Register of Antirheumatic and Biological Medicines in Finland, Helsinki, Finland., Pavelka K; Institute of Rheumatology, Prague, Czech Republic., Závada J; Institute of Rheumatology, Prague, Czech Republic., Rodrigues A; NOVA Medical School, Universidade Nova de Lisaboa and Reuma.pt, Sociedade Portuguesa de Reumatologia, Lisbon, Portugal., Rotar Z; Department of Rheumatology, University Medical Centre Ljubljana, Ljubljana, Slovenia.; Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia., Sidiropoulos P; Rheumatology and Clinical Immunology, Medical School, University of Crete, Rethymno, Crete, Greece.; Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion, Crete, Greece., Flouri I; Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion, Crete, Greece., Lamacchia C; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland., Iudici M; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland.; Geneva Center for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland., Courvoisier D; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland.; Geneva Center for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland., Lauper K; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland.; Geneva Center for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland., Finckh A; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland.; Geneva Center for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland.
Source: Arthritis & rheumatology (Hoboken, N.J.) [Arthritis Rheumatol] 2026 Apr 06. Date of Electronic Publication: 2026 Apr 06.
Publication Type: Journal Article
Journal Info: Publisher: Wiley Country of Publication: United States NLM ID: 101623795 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2326-5205 (Electronic) Linking ISSN: 23265191 NLM ISO Abbreviation: Arthritis Rheumatol Subsets: MEDLINE
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  Data: Machine Learning to Predict Remission Between 6 and 24 Months in Rheumatoid Arthritis: Insights From JAK, an International Registry Collaboration.
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  Data: <searchLink fieldCode="AU" term="%22Salis+Z%22">Salis Z</searchLink>; University of Montpellier and Physiology and Experimental Medicine of the Heart and Muscles, Montpellier, France.; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland.<br /><searchLink fieldCode="AU" term="%22Mongin+D%22">Mongin D</searchLink>; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland.; Geneva Center for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland.<br /><searchLink fieldCode="AU" term="%22Choquette+D%22">Choquette D</searchLink>; Centre Hospitalier de l'Université de Montréal, Institut de Recherche en Rhumatologie, Montréal, Québec, Canada.<br /><searchLink fieldCode="AU" term="%22Coupal+L%22">Coupal L</searchLink>; Centre Hospitalier de l'Université de Montréal, Institut de Recherche en Rhumatologie, Montréal, Québec, Canada.<br /><searchLink fieldCode="AU" term="%22Codreanu+C%22">Codreanu C</searchLink>; Center of Rheumatic Diseases, University of Medicine and Pharmacy, Bucharest, Romania.<br /><searchLink fieldCode="AU" term="%22Iannone+F%22">Iannone F</searchLink>; Rheumatology Unit, Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Aldo Moro, Bari, Italy.<br /><searchLink fieldCode="AU" term="%22Caporali+R%22">Caporali R</searchLink>; Department of Clinical Sciences and Community Health, Università degli Studi di Milano and Rheumatology Unit, ASST G. Pini-CTO, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Kvien+TK%22">Kvien TK</searchLink>; Center for Treatment of Rheumatic and Musculoskeletal Diseases, Diakonhjemmet Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Provan+S%22">Provan S</searchLink>; Center for Treatment of Rheumatic and Musculoskeletal Diseases, Diakonhjemmet Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Fritsch-Stork+R%22">Fritsch-Stork R</searchLink>; Biologica Registry BioReg, Stockerau, Austria.; Health Care Center Mariahilf of ÖGK, Vienna, Austria.; Rheumatology, Sigmund Freud University, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Nordström+D%22">Nordström D</searchLink>; Departments of Medicine and Rheumatology, Helsinki University Hospital, The National Register of Antirheumatic and Biological Medicines in Finland, Helsinki, Finland.<br /><searchLink fieldCode="AU" term="%22Trokovic+N%22">Trokovic N</searchLink>; Departments of Medicine and Rheumatology, Helsinki University Hospital, The National Register of Antirheumatic and Biological Medicines in Finland, Helsinki, Finland.<br /><searchLink fieldCode="AU" term="%22Pavelka+K%22">Pavelka K</searchLink>; Institute of Rheumatology, Prague, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Závada+J%22">Závada J</searchLink>; Institute of Rheumatology, Prague, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Rodrigues+A%22">Rodrigues A</searchLink>; NOVA Medical School, Universidade Nova de Lisaboa and Reuma.pt, Sociedade Portuguesa de Reumatologia, Lisbon, Portugal.<br /><searchLink fieldCode="AU" term="%22Rotar+Z%22">Rotar Z</searchLink>; Department of Rheumatology, University Medical Centre Ljubljana, Ljubljana, Slovenia.; Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia.<br /><searchLink fieldCode="AU" term="%22Sidiropoulos+P%22">Sidiropoulos P</searchLink>; Rheumatology and Clinical Immunology, Medical School, University of Crete, Rethymno, Crete, Greece.; Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion, Crete, Greece.<br /><searchLink fieldCode="AU" term="%22Flouri+I%22">Flouri I</searchLink>; Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion, Crete, Greece.<br /><searchLink fieldCode="AU" term="%22Lamacchia+C%22">Lamacchia C</searchLink>; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland.<br /><searchLink fieldCode="AU" term="%22Iudici+M%22">Iudici M</searchLink>; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland.; Geneva Center for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland.<br /><searchLink fieldCode="AU" term="%22Courvoisier+D%22">Courvoisier D</searchLink>; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland.; Geneva Center for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland.<br /><searchLink fieldCode="AU" term="%22Lauper+K%22">Lauper K</searchLink>; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland.; Geneva Center for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland.<br /><searchLink fieldCode="AU" term="%22Finckh+A%22">Finckh A</searchLink>; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland.; Geneva Center for Inflammation Research, Faculty of Medicine, University of Geneva, Geneva, Switzerland.
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  Data: <searchLink fieldCode="JN" term="%22101623795%22">Arthritis & rheumatology (Hoboken, N.J.)</searchLink> [Arthritis Rheumatol] 2026 Apr 06. <i>Date of Electronic Publication: </i>2026 Apr 06.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley%22">Wiley </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101623795 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2326-5205 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223265191%22">23265191 </searchLink><i>NLM ISO Abbreviation: </i>Arthritis Rheumatol <i>Subsets: </i>MEDLINE
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