Functional data analysis and prediction tools for continuous glucose-monitoring studies

INTRODUCTION: To identify phenotypes of type 1 diabetes based on glucose curves from continuous glucose-monitoring (CGM) using functional data (FD) analysis to account for longitudinal glucose patterns. We present a reliable prediction model that can accurately predict glycemic levels based on past...

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Detalhes bibliográficos
Publicado no:J Clin Transl Sci
Main Authors: Gecili, Emrah, Huang, Rui, Khoury, Jane C., King, Eileen, Altaye, Mekibib, Bowers, Katherine, Szczesniak, Rhonda D.
Formato: Artigo
Idioma:Inglês
Publicado em: Cambridge University Press 2020
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8057494/
https://ncbi.nlm.nih.gov/pubmed/33948272
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1017/cts.2020.545
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