AuthorsV. Naumova, S. V. Pereverzyev and S. Sampath
TitleReading blood glucose from subcutaneous electric current by means of a regularization in variable Reproducing Kernel Hilbert Spaces
AfilliationScientific Computing
Project(s)No Simula project
StatusPublished
Publication TypeProceedings, refereed
Year of Publication2011
Conference NameIEEE Conference on Decision and Control and European Control Conference
Pagination5158-5163
PublisherIEEE
Abstract

In this paper we propose an adaptive kernel
regularization algorithm for blood glucose reading from subcutaneous
electric current. We illustrate the proposed algorithm
with clinical data and quantify its clinical accuracy by means
of the Clarke error grid analysis (EGA) and by the number
of detected hypoglycemic events. We show that the proposed
algorithm provides more accurate blood glucose reading than
a commercially available system.
Citation Key24115
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