Defining Disease Phenotypes in Primary Care Electronic Health Records by a Machine Learning Approach: A Case Study in Identifying Rheumatoid Arthritis-Reference-Cited by-同舟云学术

Defining Disease Phenotypes in Primary Care Electronic Health Records by a Machine Learning Approach: A Case Study in Identifying Rheumatoid Arthritis

Published:2016-05-02 Issue:5 Volume:11 Page:e0154515
ISSN:1932-6203
Container-title:PLOS ONE
language:en
Short-container-title:PLoS ONE

Author:

Zhou Shang-Ming,Fernandez-Gutierrez Fabiola,Kennedy Jonathan,Cooksey Roxanne,Atkinson Mark,Denaxas Spiros,Siebert Stefan,Dixon William G.,O’Neill Terence W.,Choy Ernest,Sudlow Cathie,Brophy Sinead,

Funder

Health and Care Research Wales

Medical Research Council

Publisher

Public Library of Science (PLoS)

Subject

Multidisciplinary

Reference41 articles.

1. The prevalence of rheumatoid arthritis in the United Kingdom: new estimates for a new century;D Symmons;Rheumatology (Oxford),2002

2. A systematic review of validated methods for identifying patients with rheumatoid arthritis using administrative or claims data;CP Chung;Vaccine,2013

3. Electronic health records based phenotyping in next-generation clinical trials: a perspective from the NIH Health Care Systems Collaboratory;RL Richesson;J Am Med Inform Assoc,2013

4. Comparison of electronic health record system functionalities to support the patient recruitment process in clinical trials;B Schreiweis;Int J Med Inform,2014

5. Routine data from hospital information systems can support patient recruitment for clinical studies;M Dugas;Clin Trials,2010

Cited by 65 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. Management of Rheumatoid Arthritis in Primary Care: A Scoping Review;International Journal of Environmental Research and Public Health;2024-05-22

2. Machine Learning for the Diagnosis and Prognosis of Chronic Illnesses;International Journal of Scientific Research in Science, Engineering and Technology;2024-05-18

3. Diagnostic Tool for Early Detection of Rheumatic Disorders Using Machine Learning Algorithm and Predictive Models;BioMedInformatics;2024-05-08

4. Machine learning application in autoimmune diseases: State of art and future prospectives;Autoimmunity Reviews;2024-02

5. Artificial Intelligence in the Diagnosis and Treatment of Rheumatoid Arthritis: Current Status and Future Prospects;Studies in Computational Intelligence;2024