Identification of a Rule to Predict Response to Sarilumab in Patients with Rheumatoid Arthritis Using Machine Learning and Clinical Trial Data-Reference-Cited by-同舟云学术

Identification of a Rule to Predict Response to Sarilumab in Patients with Rheumatoid Arthritis Using Machine Learning and Clinical Trial Data

Published:2021-09-14 Issue:4 Volume:8 Page:1661-1675
ISSN:2198-6576
Container-title:Rheumatology and Therapy
language:en
Short-container-title:Rheumatol Ther

Author:

Rehberg Markus,Giegerich Clemens,Praestgaard Amy,van Hoogstraten Hubert,Iglesias-Rodriguez Melitza,Curtis Jeffrey R.,Gottenberg Jacques-Eric,Schwarting Andreas,Castañeda Santos,Rubbert-Roth Andrea,Choy Ernest H. S.^ORCID,

Funder

Sanofi

Publisher

Springer Science and Business Media LLC

Link

https://link.springer.com/content/pdf/10.1007/s40744-021-00361-5.pdf

Reference34 articles.

1. Singh JA, Saag KG, Bridges SL Jr, et al. 2015 American College of Rheumatology guideline for the treatment of rheumatoid arthritis. Arthritis Care Res. 2016;68(1):1–25.

2. Smolen JS, Landewe RBM, Bijlsma JWJ, et al. EULAR recommendations for the management of rheumatoid arthritis with synthetic and biological disease-modifying antirheumatic drugs: 2019 update. Ann Rheum Dis. 2020. https://doi.org/10.1136/annrheumdis-2019-216655.

3. Karsdal MA, Bay-Jensen AC, Henriksen K, et al. Rheumatoid arthritis: a case for personalized health care? Arthritis Care Res (Hoboken). 2014;66(9):1273–80.

4. Hugle M, Omoumi P, van Laar JM, Boedecker J, Hugle T. Applied machine learning and artificial intelligence in rheumatology. Rheumatol Adv Pract. 2020;4(1):rkaa005.

5. Venerito V, Lopalco G, Cacciapaglia F, Fornaro M, Iannone F. A Bayesian mixed treatment comparison of efficacy of biologics and small molecules in early rheumatoid arthritis. Clin Rheumatol. 2019;38(5):1309–17.

Cited by 15 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Machine learning in the prediction of treatment response in rheumatoid arthritis: A systematic review;Seminars in Arthritis and Rheumatism;2024-10

2. Building virtual patients using simulation-based inference;Frontiers in Systems Biology;2024-09-12

3. Pharmacokinetic review of janus kinase inhibitors and its clinical implications for the management of rheumatoid arthritis;Expert Opinion on Drug Metabolism & Toxicology;2024-06-26

4. Current Status of Machine Learning for Precision Rheumatology: Are We There Yet?;Indian Journal of Rheumatology;2024-06-16

5. Artificial intelligence in rheumatology;Artificial Intelligence in Clinical Practice;2024