Prediction of Blood Glucose in Human Tissue Across Days by Non-Invasive Near-Infrared Spectroscopy
Authors' conclusion
These results represent a clear step forward in the development of a practical calibration protocol for the noninvasive measurement of blood glucose.
Study context
- Population
- Volunteers with T1D3 trials each, ≈16 days
- Participants
- 8 volunteers
- Comparison
- Noninvasive near-infrared spectroscopic glucose prediction vs reference glucose
- Outcome
- Standard error of prediction
- Follow-up
- 16 trials after the initial OGTT
Methodological detailsnoninvasive near-infrared spectroscopy, repeated oral glucose tolerance test (OGTT) trials per subject
- Noninvasive near-infrared spectroscopy
- Repeated OGTT trials per subject
Performance
As reported in the abstract
- Standard error of prediction, average
- 2.33 mM
- Standard error of prediction, range
- 1.12 to 4.11 mM
- Mean average relative deviation between predicted and reference glucose, average
- 0.21 (21%)
- Mean average relative deviation, range
- 0.079 to 0.45
- Error grid values in A and B regions (6710 predicted concentrations)
- 96.7%
Parts of this Brief are withheld: the automatic checks could not confirm them against the abstract.
Original publication
Prediction of Blood Glucose in Human Tissue Across Days by Non-Invasive Near-Infrared Spectroscopy. J Diabetes Sci Technol. Published 17 August 2026. doi:10.
Composed by AI from the published abstract and checked against it. How Briefs are made →