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

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

BackgroundApplications 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...

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Bibliographic Details
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
Format: Article
Language:English
Published: JMIR Publications 2021-01-01
Series:JMIR Medical Informatics
Online Access:http://medinform.jmir.org/2021/1/e22148/

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http://medinform.jmir.org/2021/1/e22148/

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