Systemic inflammation and family history in relation to the prevalence of type 2 diabetes based on an alternating decision tree

To investigate unknown patterns associated with type 2 diabetes in the Japanese population, we first used an alternating decision tree (ADTree) algorithm, a powerful classification algorithm from data mining, for the data from 1,102 subjects aged 35–69 years. On the basis of the investigated pattern...

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Vydáno v:Sci Rep
Hlavní autoři: Uemura, Hirokazu, Ghaibeh, A. Ammar, Katsuura-Kamano, Sakurako, Yamaguchi, Miwa, Bahari, Tirani, Ishizu, Masashi, Moriguchi, Hiroki, Arisawa, Kokichi
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group 2017
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5374531/
https://ncbi.nlm.nih.gov/pubmed/28361994
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep45502
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