Ability of Current Machine Learning Algorithms to Predict and Detect Hypoglycemia in Patients With Diabetes Mellitus: Meta-analysis

BACKGROUND: Machine learning (ML) algorithms have been widely introduced to diabetes research including those for the identification of hypoglycemia. OBJECTIVE: The objective of this meta-analysis is to assess the current ability of ML algorithms to detect hypoglycemia (ie, alert to hypoglycemia coi...

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Detalles Bibliográficos
Autores principales: Kodama, Satoru, Fujihara, Kazuya, Shiozaki, Haruka, Horikawa, Chika, Yamada, Mayuko Harada, Sato, Takaaki, Yaguchi, Yuta, Yamamoto, Masahiko, Kitazawa, Masaru, Iwanaga, Midori, Matsubayashi, Yasuhiro, Sone, Hirohito
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7880810/
https://www.ncbi.nlm.nih.gov/pubmed/33512324
http://dx.doi.org/10.2196/22458

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7880810/
https://www.ncbi.nlm.nih.gov/pubmed/33512324
http://dx.doi.org/10.2196/22458

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