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.
Cite
CITATION STYLE
Piaseczna, N., Doniec, R., Sieciński, S., Grzegorzek, M., & Tkacz, E. (2023). Does glucose affect our vision? A preliminary study using smart glasses. In 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology, IEEECONF 2023 (pp. 113–114). Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/IEEECONF58974.2023.10404616
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