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. 2022 Jun 27;5:78. doi: 10.1038/s41746-022-00626-5

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© The Author(s) 2022

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

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Fig. 3 — The model achieved smaller average RMSE for the 12 T1D subjects when using MAML and wristband input data. The improvement is most significant for the 60-minute prediction horizon. The lower and upper hinges of boxplots show the first quarter (Q1) and the third quartile (Q3), respectively. The central lines indicate the median, while the whiskers extend to 1.5 IQR.