@misc{13617, author = {Valeriya Naumova and Sergei Pereverzyev V and Sivananthan Sampath}, title = {Reading blood glucose from subcutaneous electric current by means of a regularization in variable Reproducing Kernel Hilbert Spaces}, abstract = {In this paper we propose an adaptive kernelregularization algorithm for blood glucose reading from subcutaneouselectric current. We illustrate the proposed algorithmwith clinical data and quantify its clinical accuracy by meansof the Clarke error grid analysis (EGA) and by the numberof detected hypoglycemic events. We show that the proposedalgorithm provides more accurate blood glucose reading thana commercially available system.}, year = {2011}, journal = {IEEE Conference on Decision and Control and European Control Conference}, pages = {5158-5163}, publisher = {IEEE}, }