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External validation and application of a machine learning–based model for diabetes progression in prediabetes

IntroductionThis study externally validated a machine learning–based model for type 2 diabetes progression (ML-PR) and evaluated its clinical utility in individuals with prediabetes.MethodsWe included 3,081 participants from the Diabetes Prevention Program (DPP) and the DPP Outcome Study (DPPOS). Th...

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Principais autores: Song Wang, Qi Huang, Yuxuan Luo, Yingying Luo, Honghan Wu, Zhouhui Lian, Linong Ji, Xiantong Zou
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2026-03-01
coleção:Frontiers in Endocrinology
Assuntos:
intervention
machine learning
prediabetes
prediction models
risk stratification
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fendo.2026.1746570/full
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