A comprehensive risk factor analysis using association rules in people with diabetic kidney disease

Abstract Association rule is a transparent machine learning method expected to share information about risks for chronic kidney disease (CKD) among diabetic patients, but its findings in clinical data are limited. We used the association rule to evaluate the risk for kidney disease in General and Wo...

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Detalhes bibliográficos

Principais autores:	Tadashi Toyama, Miho Shimizu, Taihei Yamaguchi, Hidekazu Kurita, Tetsurou Morita, Megumi Oshima, Shinji Kitajima, Akinori Hara, Norihiko Sakai, Atsushi Hashiba, Takuzo Takayama, Atsushi Tajima, Kengo Furuichi, Takashi Wada, Yasunori Iwata
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2023-07-01
Colecção:	Scientific Reports
Acesso em linha:	https://doi.org/10.1038/s41598-023-38811-5
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