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This paper is in the following e-collection/theme issue:

Digital Health Reviews (3933) Clinical Information and Decision Making (3967) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (2466) Diabetes (355) Glucose Tracking and Self-Monitoring of Blood Glucose (253) Diabetes Self-Management (740) Machine Learning (3391) Artificial Intelligence (5120)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/100653, first published .
Man checks blood pressure with digital monitor next to notebook with "Diabetes" written

Machine Learning Models for Glycemic Prediction in Type 1 and Type 2 Diabetes: Systematic Review and Meta-Analysis

Machine Learning Models for Glycemic Prediction in Type 1 and Type 2 Diabetes: Systematic Review and Meta-Analysis

Authors of this article:

Haoran Yang1, 2 Author Orcid Image ;   Diliyaer Abudukeremu2 Author Orcid Image ;   Yuhan Shi3 Author Orcid Image ;   Li Fang4, 5 Author Orcid Image ;   Lei Li1 Author Orcid Image ;   Wenzheng Gu6 Author Orcid Image ;   Yunqi Jia6 Author Orcid Image ;   Rongfang He1 Author Orcid Image
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