Machine Learning Approach to Decision Making for Insulin Initiation in Japanese Patients With Type 2 Diabetes (JDDM 58): Model Development and Validation Study

BACKGROUND: Applications of machine learning for the early detection of diseases for which a clear-cut diagnostic gold standard exists have been evaluated. However, little is known about the usefulness of machine learning approaches in the decision-making process for decisions such as insulin initia...

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Detalhes bibliográficos
Publicado no:JMIR Med Inform
Main Authors: Fujihara, Kazuya, Matsubayashi, Yasuhiro, Harada Yamada, Mayuko, Yamamoto, Masahiko, Iizuka, Toshihiro, Miyamura, Kosuke, Hasegawa, Yoshinori, Maegawa, Hiroshi, Kodama, Satoru, Yamazaki, Tatsuya, Sone, Hirohito
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2021
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Original Paper
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7875702/
https://ncbi.nlm.nih.gov/pubmed/33502325
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/22148
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