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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:JMIR Diabetes
Hauptverfasser: 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
Format: Artigo
Sprache:Inglês
Veröffentlicht: JMIR Publications 2021
Schlagworte:
Original Paper
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7880810/
https://ncbi.nlm.nih.gov/pubmed/33512324
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/22458
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge