Abstract
Due to the huge increase in the number of the patients diagnostic with diabetes around the world, a new generation of reliable, accurate, and painless blood glucose monitoring techniques are needed to fit the patient comfort. Blood glucose levels must be maintained in order to limit the severe consequences of diabetes. Nowadays, different technologies provide limited monitoring devices for diabetic patients. In this paper, we discuss a quite new noninvasive technology that has several beneficial features. Near-infrared (NIR) spectroscopy has become a promising technology for blood glucose measurements. The main objective of our project is to detect glucose concentration based on transmitted light intensity through a human sample, which is measured by a detector. Hence, this will enable us to classify the subject as normal, hypoglycemia, or hyperglycemia.
Original language | English |
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Title of host publication | 2019 8th International Conference on Modeling Simulation and Applied Optimization, ICMSAO 2019 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
ISBN (Electronic) | 9781538676844 |
DOIs | |
State | Published - Apr 2019 |
Externally published | Yes |
Publication series
Name | 2019 8th International Conference on Modeling Simulation and Applied Optimization, ICMSAO 2019 |
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Bibliographical note
Publisher Copyright:© 2019 IEEE.
Keywords
- Blood glucose
- Diabetes
- Glucometer
- Near-infrared NIR
- Noninvasive
ASJC Scopus subject areas
- Signal Processing
- Industrial and Manufacturing Engineering
- Safety, Risk, Reliability and Quality
- Control and Optimization
- Modeling and Simulation
- Health Informatics