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A clinical diagnostic model based on an eXtreme Gradient Boosting algorithm to distinguish type 1 diabetes

BACKGROUND: Accurate classification of type 1 diabetes (T1DM) and type 2 diabetes (T2DM) in the early phase is crucial for individual precision treatment. This study aimed to develop a classification model having fewer and easier to access clinical variables to distinguish T1DM in newly diagnosed di...

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Detalles Bibliográficos
Autores principales: Tang, Xiaohan, Tang, Rui, Sun, Xingzhi, Yan, Xiang, Huang, Gan, Zhou, Houde, Xie, Guotong, Li, Xia, Zhou, Zhiguang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8033361/
https://www.ncbi.nlm.nih.gov/pubmed/33842630
http://dx.doi.org/10.21037/atm-20-7115