Performance evaluation of case definitions of type 1 diabetes for health insurance claims data in Japan

Performance evaluation of case definitions of type 1 diabetes for health insurance claims data in Japan

Abstract Background No case definition of Type 1 diabetes (T1D) for the claims data has been proposed in Japan yet. This study aimed to evaluate the performance of candidate case definitions for T1D using Electronic health care records (EHR) and claims data in a University Hospital in Japan. Methods...

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Bibliographic Details
Main Authors: Tasuku Okui, Chinatsu Nojiri, Shinichiro Kimura, Kentaro Abe, Sayaka Maeno, Masae Minami, Yasutaka Maeda, Naoko Tajima, Tomoyuki Kawamura, Naoki Nakashima
Format: Article
Language:English
Published: BMC 2021-02-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Predictive model
Type 1 diabetes
Validation study
Machine learning
Online Access:https://doi.org/10.1186/s12911-021-01422-z

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