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

Machine Learning (1501) Artificial Intelligence in Diabetes Care and Prevention (29) Diabetes Self-Management (495) Glucose Tracking and Self-Monitoring of Blood Glucose (166) Development and Evaluation of Research Methods, Instruments and Tools (511) Computer-Aided Diagnosis (135) Decision Support for Health Professionals (1210) Artificial Intelligence (1421) Clinical Information and Decision Making (1434)

Published on in Vol 12 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/56909, first published .
Generalization of a Deep Learning Model for Continuous Glucose Monitoring–Based Hypoglycemia Prediction: Algorithm Development and Validation Study

Generalization of a Deep Learning Model for Continuous Glucose Monitoring–Based Hypoglycemia Prediction: Algorithm Development and Validation Study

Generalization of a Deep Learning Model for Continuous Glucose Monitoring–Based Hypoglycemia Prediction: Algorithm Development and Validation Study

Authors of this article:

Jian Shao1 Author Orcid Image ;   Ying Pan2 Author Orcid Image ;   Wei-Bin Kou3 Author Orcid Image ;   Huyi Feng4 Author Orcid Image ;   Yu Zhao1 Author Orcid Image ;   Kaixin Zhou1 Author Orcid Image ;   Shao Zhong2 Author Orcid Image
Article Authors Cited by (3) Tweetations (2) Metrics

Journals

  1. Liu X, Zhang J. Continuous Glucose Monitoring: A Transformative Approach to the Detection of Prediabetes. Journal of Multidisciplinary Healthcare 2024;Volume 17:5513 View
  2. Ayers A, Ho C, Kerr D, Cichosz S, Mathioudakis N, Wang M, Najafi B, Moon S, Pandey A, Klonoff D. Artificial Intelligence to Diagnose Complications of Diabetes. Journal of Diabetes Science and Technology 2024 View
  3. Piersanti A, Morettini M, Cristino S, Giudice L, Burattini L, Mosconi G, Göbl C, Mambelli E, Tura A. Assessing hypoglycemia risk during hemodialysis using an explainable machine learning approach based on continuous glucose monitoring metrics. Biomedical Signal Processing and Control 2025;102:107319 View