Data collaboration analysis in predicting diabetes from a small amount of health checkup data

Recent studies showed that machine learning models such as gradient-boosting decision tree (GBDT) can predict diabetes with high accuracy from big data. In this study, we asked whether highly accurate prediction of diabetes is possible even from small data by expanding the amount of data through dat...

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Detalles Bibliográficos
Autores principales: Uchitachimoto, Go, Sukegawa, Noriyoshi, Kojima, Masayuki, Kagawa, Rina, Oyama, Takashi, Okada, Yukihiko, Imakura, Akira, Sakurai, Tetsuya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10361975/
https://www.ncbi.nlm.nih.gov/pubmed/37479701
http://dx.doi.org/10.1038/s41598-023-38932-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10361975/
https://www.ncbi.nlm.nih.gov/pubmed/37479701
http://dx.doi.org/10.1038/s41598-023-38932-x

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