Predictors of Response in Secukinumab-treated Patients with Ankylosing Spondylitis: Logistic Regression and Machine Learning Analyses

被引:0
|
作者
Miceli-Richard, Corinne [1 ]
Poddubnyy, Denis [2 ]
Deodhar, Atul [3 ]
Bao, Weibin [4 ]
Parman, Craig [5 ]
Porter, Brian [6 ]
Pournara, Effie [5 ]
机构
[1] Paris Descartes Univ, Hop Cochin, AP HP, Dept Rheumatol, Paris, France
[2] Charite Univ Med Berlin, Berlin, Germany
[3] Oregon Hlth & Sci Univ, Portland, OR 97201 USA
[4] Novartis Pharmaceut, East Hannover, NJ USA
[5] Novartis Pharma AG, Basel, Switzerland
[6] Novartis Pharmaceut, E Hanover, NJ USA
关键词
D O I
暂无
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
1893
引用
收藏
页数:2
相关论文
共 50 条
  • [31] Analyzing Tuberculosis Reactivation in Patients with Rheumatoid Arthritis and Ankylosing Spondylitis Treated with Biological Therapy Using Machine Learning Methods
    Mircea-Vicoveanu, Andra-Maria
    Rezus, Elena
    Leon, Florin
    Curteanu, Silvia
    APPLIED SCIENCES-BASEL, 2021, 11 (23):
  • [32] Spinal radiographic progression over 2years in ankylosing spondylitis patients treated with secukinumab: a historical cohort comparison
    Braun, J.
    Haibel, H.
    de Hooge, M.
    Landewe, R.
    Rudwaleit, M.
    Fox, T.
    Readie, A.
    Richards, H. B.
    Porter, B.
    Martin, R.
    Poddubnyy, D.
    Sieper, J.
    van der Heijde, D.
    ARTHRITIS RESEARCH & THERAPY, 2019, 21 (1)
  • [33] TREATMENT EXPERIENCE AND SATISFACTION IN ANKYLOSING SPONDYLITIS PATIENTS TREATED WITH SECUKINUMAB: RESULTS FROM A US WEB-BASED SURVEY
    Magrey, M.
    Bozyczko, M.
    Wolin, D.
    Mordin, M.
    Mcleod, L.
    Davenport, E.
    Park, Y.
    ANNALS OF THE RHEUMATIC DISEASES, 2018, 77 : 1014 - 1014
  • [34] Predictors of 1-Year Treatment Response Among Upadacitinib-Treated Patients with Ankylosing Spondylitis: A Post Hoc Analysis
    Magrey, Marina
    Ramiro, Sofi A.
    Pinheiro, Marcelo Medeiros
    Gao, Tianming
    Ganz, Fabiana
    Song, In-Ho
    Biljan, Ana
    Haroon, Nigil
    Rudwaleit, Martin
    ARTHRITIS & RHEUMATOLOGY, 2021, 73 : 1931 - 1933
  • [35] Machine learning versus logistic regression for the prediction of complication after pancreatoduodenectomy Response
    Ingwersen, Erik W.
    Daams, F.
    SURGERY, 2024, 175 (05) : 1467 - 1467
  • [36] Machine Learning-based Berlin Scoring of Magnetic Resonance Images of the Spine in Patients with Ankylosing Spondylitis: Analysis of Data from a Phase 3 Trial with Secukinumab
    Jamaludin, Amir
    Windsor, Rhydian
    Ather, Sarim
    Kadir, Timor
    Zisserman, Andrew
    Braun, Juergen
    Gensler, Lianne
    Machado, Pedro
    Ostergaard, Mikkel
    Poddubnyy, Denis
    Coroller, Thibaud
    Porter, Brian
    Mpofu, Shephard
    Readie, Aimee
    ARTHRITIS & RHEUMATOLOGY, 2020, 72
  • [37] Baseline factors that influence ASAS 20 response in patients with ankylosing spondylitis treated with etanercept
    Davis, JC
    van der Heijde, DMFM
    Dougados, M
    Braun, J
    Cush, JJ
    Clegg, DO
    Inman, RD
    de Vries, T
    Tsuji, WH
    JOURNAL OF RHEUMATOLOGY, 2005, 32 (09) : 1751 - 1754
  • [38] PREDICTION OF LOW DISEASE ACTIVITY IN PATIENTS WITH ANKYLOSING SPONDYLITIS TREATED WITH SECUKINUMAB IN REAL WORLD - DATA FROM THE GERMAN AQUILA STUDY
    Vodencarevic, A.
    Brandt-Juergens, J.
    Peterlik, D.
    Gmeiner, B.
    Kiltz, U.
    ANNALS OF THE RHEUMATIC DISEASES, 2023, 82 : 38 - 38
  • [39] Low Rate of Spinal Radiographic Progression over 2 Years in Ankylosing Spondylitis Patients Treated with Secukinumab: A Historical Cohort Comparison
    Braun, Juergen
    Haibel, Hildrun
    de Hooge, Manouk
    Landewe, Robert B. M.
    Rudwaleit, Martin
    Fox, Todd
    Readie, Aimee
    Richards, Hanno
    Porter, Brian
    Martin, Ruvie
    Poddubnyy, Denis
    Sieper, Joachim
    van der Heijde, Desiree
    ARTHRITIS & RHEUMATOLOGY, 2018, 70
  • [40] LOW RATE OF SPINAL RADIOGRAPHIC PROGRESSION OVER 2 YEARS IN ANKYLOSING SPONDYLITIS PATIENTS TREATED WITH SECUKINUMAB: A HISTORICAL COHORT COMPARISON
    Braun, J.
    Haibel, H.
    de Hooge, M.
    Landewe, R.
    Rudwaleit, M.
    Fox, T.
    Readie, A.
    Richards, H. B.
    Porter, B.
    Martin, R.
    Poddubny, D.
    Sieper, J.
    van der Heijde, D.
    ANNALS OF THE RHEUMATIC DISEASES, 2018, 77 : 992 - 993