Published on in Vol 8 , No 11 (2020) :November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/23930, first published .
Machine Learning Electronic Health Record Identification of Patients with Rheumatoid Arthritis: Algorithm Pipeline Development and Validation Study

Machine Learning Electronic Health Record Identification of Patients with Rheumatoid Arthritis: Algorithm Pipeline Development and Validation Study

Machine Learning Electronic Health Record Identification of Patients with Rheumatoid Arthritis: Algorithm Pipeline Development and Validation Study

Tjardo D Maarseveen   1 , BSc ;   Timo Meinderink   2, 3 , MSc ;   Marcel J T Reinders   4, 5 , PhD ;   Johannes Knitza   2, 3 , MD ;   Tom W J Huizinga   1 , MD ;   Arnd Kleyer   2, 3 , MD ;   David Simon   2, 3 , MD ;   Erik B van den Akker   4, 5 , PhD ;   Rachel Knevel   1, 6 , MD

1 Department of Rheumatology, Leiden University Medical Center, Leiden, NL

2 Department of Internal Medicine 3, Friedrich-Alexander University Erlangen‐Nuremberg, Erlangen, DE

3 Deutsches Zentrum für Immuntherapie, Erlangen-Nuremberg and Universitätsklinikum, Erlangen, DE

4 Leiden Computational Biology Centre, Leiden University Medical Center, Leiden, NL

5 Molecular Epidemiology, Leiden University Medical Center, Leiden, NL

6 Division of Rheumatology, Inflammation and Immunity, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, US

Corresponding Author:

  • Rachel Knevel, MD
  • Department of Rheumatology
  • Leiden University Medical Center
  • C1-R k. 41
  • Albinusdreef 2
  • Leiden
  • NL
  • Phone: 31 611307780
  • Email: R.Knevel@lumc.nl