Presentation
8 June 2022 Exploring noninvasive solutions for continuous glucose monitoring
Author Affiliations +
Abstract
Home blood glucose monitoring devices (i.e., glucometers) have been an essential tool in managing diabetes mellitus as well as hypo- and hyper- glycemia events since the 1980s. These traditional glucometers allowed individuals to measure their blood glucose levels at home through a quick and simple procedure of extracting blood via a finger prick. In recent years, newer commercial devices have evolved to provide continuous glucose monitoring throughout the day in a less invasive method than older glucometers. In this contribution, we investigate the feasibility of developing a non-invasive method for continuous glucose monitoring by integrating wearable sensors and learning-based algorithms.
Conference Presentation
© (2022) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Brian Bogue-Jimenez, Douglas Powell, Xiaolei Huang, and Ana Doblas "Exploring noninvasive solutions for continuous glucose monitoring", Proc. SPIE PC12123, Smart Biomedical and Physiological Sensor Technology XIV, PC1212307 (8 June 2022); https://doi.org/10.1117/12.2619056
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KEYWORDS
Glucose

Sensors

Blood

Medicine

Machine learning

Skin

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