Functional data analysis and prediction tools for continuous glucose-monitoring studies
Abstract 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 bas...
Main Authors: | , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Cambridge University Press
2021-01-01
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Series: | Journal of Clinical and Translational Science |
Subjects: | |
Online Access: | https://www.cambridge.org/core/product/identifier/S2059866120005452/type/journal_article |