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

Rafał Doniec, Natalia Piaseczna, Szymon Sieciński, Marcin Grzegorzek, Ewaryst J. Tkacz

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.
Original languageEnglish
Pages113-114
Number of pages2
DOIs
Publication statusPublished - 29.01.2024
Event2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology - Hilton Malta, St. Julian's, Malta
Duration: 07.12.202309.12.2023
https://datascience.embs.org/2023

Conference

Conference2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology
Country/TerritoryMalta
CitySt. Julian's
Period07.12.2309.12.23
Internet address

Research Areas and Centers

  • Centers: Center for Artificial Intelligence Luebeck (ZKIL)

DFG Research Classification Scheme

  • 205-32 Medical Physics, Biomedical Engineering
  • 205-17 Endocrinology, Diabetology, Metabolism

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