Accuracy enhancement of metabolic index-based blood glucose estimation with a screening process for low-quality data
Adopting the proposed screen process improves BGL estimation accuracy in the smartwatch-based prototype. Applying the proposed screen process will facilitate the integration of wearable and continuous BGL monitoring into size- and SNR-limited devices such as smartwatches and smart rings.
Authors
- Tomoya Nakazawa (ORCID: https://orcid.org/0009-0008-8854-9781)
- Masaki Ito (ORCID: https://orcid.org/0000-0002-9635-9709)
- Fumie Matsushita
- Takeo Fujii
- Keiji Morishita
- Anna Ienaka
Institutions
- Hamamatsu Photonics (Japan) (JP)
Publication Details
- Journal
- Journal of Biomedical Optics
- Published
- 2024-10-25
- DOI
- https://doi.org/10.1117/1.jbo.29.10.107001
- Citations
- 1
- Primary Topic
- Metabolomics and Mass Spectrometry Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.23