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Machine Learning Models for Blood Glucose Level Prediction in Patients With Diabetes Mellitus: Systematic Review and Network Meta-Analysis

BACKGROUND: Machine learning (ML) models provide more choices to patients with diabetes mellitus (DM) to more properly manage blood glucose (BG) levels. However, because of numerous types of ML algorithms, choosing an appropriate model is vitally important. OBJECTIVE: In a systematic review and netw...

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Detalles Bibliográficos
Autores principales: Liu, Kui, Li, Linyi, Ma, Yifei, Jiang, Jun, Liu, Zhenhua, Ye, Zichen, Liu, Shuang, Pu, Chen, Chen, Changsheng, Wan, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10696506/
http://dx.doi.org/10.2196/47833