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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

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