DocumentCode :
2466021
Title :
Improved blood glucose estimation through multi-sensor fusion
Author :
Xiong, Feiyu ; Hipszer, Brian R. ; Joseph, Jeffrey ; Kam, Moshe
fYear :
2011
fDate :
Aug. 30 2011-Sept. 3 2011
Firstpage :
377
Lastpage :
380
Abstract :
Continuous glucose monitoring systems are an integral component of diabetes management. Efforts to improve the accuracy and robustness of these systems are at the forefront of diabetes research. Towards this goal, a multi-sensor approach was evaluated in hospitalized patients. In this paper, we report on a multi-sensor fusion algorithm to combine glucose sensor measurements in a retrospective fashion. The results demonstrate the algorithm´s ability to improve the accuracy and robustness of the blood glucose estimation with current glucose sensor technology.
Keywords :
Accuracy; Arrays; Blood; Correlation; Diabetes; Monitoring; Sugar; Biosensing Techniques; Blood Glucose; Diagnosis, Computer-Assisted; Equipment Design; Equipment Failure Analysis; Humans; Point-of-Care Systems; Reproducibility of Results; Sensitivity and Specificity; Transducers;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2011.6090122
Filename :
6090122
Link To Document :
بازگشت