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  • 标题:Kernel-based Estimate of the Insulin Action of Rapid-Acting Insulin in Home-Monitored Data
  • 本地全文:下载
  • 作者:Fredrik Ståhl ; Erik Lindström ; Mona Landin Olsson
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2015
  • 卷号:48
  • 期号:28
  • 页码:715-720
  • DOI:10.1016/j.ifacol.2015.12.214
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractTo improve glycemic control in insulin-dependent diabetes, estimates of the glucose- lowering effect of insulin-the insulin action (IA)-and the dynamics thereof are essential. The current practice relies on generic estimates of the dynamic shape of the IA and rules-of-thumb to assess the total glucose-lowering effect. In this paper we present individualized estimates based on home-monitored data, incorporating a kernel-based estimate that also accounts for the nonlinear behavior of the IA across the glucose range. The method is successfully validated on 29 patients on continuous insulin pump therapy.
  • 关键词:KeywordsBiomedical systemsNon-parametric identificationPhysiological modelsDiabetes
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