Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/16848, first published .
Development, Implementation, and Evaluation of a Personalized Machine Learning Algorithm for Clinical Decision Support: Case Study With Shingles Vaccination

Development, Implementation, and Evaluation of a Personalized Machine Learning Algorithm for Clinical Decision Support: Case Study With Shingles Vaccination

Development, Implementation, and Evaluation of a Personalized Machine Learning Algorithm for Clinical Decision Support: Case Study With Shingles Vaccination

Ji Chen   1 , MS ;   Sara Chokshi   1 , DrPH ;   Roshini Hegde   1 , MPH ;   Javier Gonzalez   2 , BA ;   Eduardo Iturrate   3 , MD ;   Yin Aphinyanaphongs   1 , MD, PhD ;   Devin Mann   1, 2 , MD, MS

1 Department of Population Health, New York University School of Medicine, New York, NY, United States

2 Medical Center Information Technology, New York University Langone Health, New York, NY, United States

3 Clinical Informatics, New York University School of Medicine, New York, NY, United States

Corresponding Author:

  • Ji Chen, MS
  • Department of Population Health
  • New York University School of Medicine
  • 145 E 32nd St
  • New York, NY, 10016
  • United States
  • Phone: 1 6465012505
  • Email: ji.chen@nyulangone.org