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Predicting Response to Tocilizumab Monotherapy in Rheumatoid Arthritis: A Real-world Data Analysis Using Machine Learning.
Johansson, Fredrik D; Collins, Jamie E; Yau, Vincent; Guan, Hongshu; Kim, Seoyoung C; Losina, Elena; Sontag, David; Stratton, Jacklyn; Trinh, Huong; Greenberg, Jeffrey; Solomon, Daniel H.
Afiliación
  • Johansson FD; F.D. Johansson, Assistant Professor, PhD, Department of Computer Science and Engineering, Chalmers University of Technology, Göteborg, Sweden; fredrik.johansson@chalmers.se.
  • Collins JE; J.E. Collins, Assistant Professor, PhD, E. Losina, PhD, Department of Orthopedic Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA.
  • Yau V; V. Yau, Principal Data Scientist, PhD, H. Trinh, PhD, Genentech, South San Francisco, California, USA.
  • Guan H; H. Guan, Sr Statistical Programmer, Biostatistician, MS, J. Stratton, BA, Division of Rheumatology, Brigham and Women's Hospital, Boston, Massachusetts, USA.
  • Kim SC; S.C. Kim, Associate Professor of Medicine, MD, ScD, D.H. Solomon, Professor of Medicine, MD, MPH, Division of Rheumatology, and Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Boston, Massachusetts, USA.
  • Losina E; J.E. Collins, Assistant Professor, PhD, E. Losina, PhD, Department of Orthopedic Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA.
  • Sontag D; D. Sontag, Associate Professor, PhD, Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
  • Stratton J; H. Guan, Sr Statistical Programmer, Biostatistician, MS, J. Stratton, BA, Division of Rheumatology, Brigham and Women's Hospital, Boston, Massachusetts, USA.
  • Trinh H; V. Yau, Principal Data Scientist, PhD, H. Trinh, PhD, Genentech, South San Francisco, California, USA.
  • Greenberg J; J. Greenberg, Chief Medical Officer, MD, MPH, NYU School of Medicine, New York, New York, and Corrona, Waltham, Massachusetts, USA.
  • Solomon DH; S.C. Kim, Associate Professor of Medicine, MD, ScD, D.H. Solomon, Professor of Medicine, MD, MPH, Division of Rheumatology, and Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Boston, Massachusetts, USA.
J Rheumatol ; 48(9): 1364-1370, 2021 09.
Article en En | MEDLINE | ID: mdl-33934070
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Artritis Reumatoide / Análisis de Datos Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: J Rheumatol Año: 2021 Tipo del documento: Article
Texto completo
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PubMed Links
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Artritis Reumatoide / Análisis de Datos Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: J Rheumatol Año: 2021 Tipo del documento: Article