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Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/95679, first published .
Infographic: Remote glucose monitoring engagement & glycemic control analysis using causal inference.

Remote Glucose Monitoring Engagement and Glycemic Control in Type 2 Diabetes and Prediabetes: Retrospective Cohort Study

Remote Glucose Monitoring Engagement and Glycemic Control in Type 2 Diabetes and Prediabetes: Retrospective Cohort Study

Yong Huang   1 * , PhD ;   Nitish Nagesh   1 * , MSc, MS ;   Ajan Subramanian   1 , PhD ;   Li Wang   2 , PhD ;   Zhiyu Liu   2 , MS ;   Yichen Sun   2 , BS ;   Weiyi Hou   2 , PhD ;   Iman Azimi   1 , PhD ;   Amir M Rahmani   1, 3, 4 , MBA, PhD ;   Randall S Stafford   5 , MD, PhD

1 Department of Computer Science, Donald Bren School of Information and Computer Sciences, University of California, Irvine, Irvine, CA, United States

2 Unika Health, Sunnyvale, CA, United States

3 Nhu Department of Electrical Engineering and Computer Science, The Henry Samueli School of Engineering, University of California, Irvine, Irvine, CA, United States

4 Sue & Bill Gross School of Nursing, University of California, Irvine, Irvine, CA, United States

5 Stanford University, Palo Alto, CA, United States

*these authors contributed equally

Corresponding Author:

  • Nitish Nagesh, MSc, MS
  • Department of Computer Science
  • Donald Bren School of Information and Computer Sciences, University of California, Irvine
  • 3211 Donald Bren Hall
  • Irvine, CA 92617
  • United States
  • Phone: 1 8588881526
  • Email: nnagesh1@uci.edu