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  4. Does glucose affect our vision? A preliminary study using smart glasses
 
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2023
Conference Paper
Title

Does glucose affect our vision? A preliminary study using smart glasses

Abstract
In this study, we investigate the relationship between blood glucose levels and visual acuity during simulated driving using smart glasses and machine learning. We found compelling correlations between blood glucose levels and visual performance, with a classification accuracy of 98.70%. These results highlight the importance of blood glucose regulation for road safety and human well-being, and the potential of wearable sensor technology to advance our understanding of physiological influences on human performance.
Author(s)
Piaseczna, Natalia
Doniec, Rafał
Sieciński, Szymon
Grzegorzek, Marcin
Fraunhofer-Einrichtung für Individualisierte und Zellbasierte Medizintechnik IMTE  
Tkacz, Ewaryst
Mainwork
IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology 2023. Proceedings  
Conference
Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology 2023  
DOI
10.1109/IEEECONF58974.2023.10404616
Language
English
Fraunhofer-Einrichtung für Individualisierte und Zellbasierte Medizintechnik IMTE  
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