Phantom Experimental Verification of Non-invasive Blood Glucose Measurement Based on Visible Image

Fen Li; Yuejin Zhao; Lingqin Kong; Ming Liu; Liquan Dong; Mei Hui; Xiaohua Liu

doi:10.3788/AOS202040.0636001

[1] Vashist S K. Non-invasive glucose monitoring technology in diabetes management: a review[J]. Analytica Chimica Acta, 750, 16-27(2012).

[2] Chen Y H, Lu S Y, Zhang S S et al. Skin-like biosensor system via electrochemical channels for noninvasive blood glucose monitoring[J]. Science Advances, 3, e1701629(2017).

[3] Chen X D, Wang D M, Lu Q P et al. Progress of MIR non-invasive blood glucose determination and effect of stratum corneum[J]. Acta Optica Sinica, 31, 0900105(2011).

[4] Xia D D, Han G, Yu X Y et al. Phantom experimental validation of near floating reference measuring method in non-invasive blood glucose sensing[J]. Spectroscopy and Spectral Analysis, 37, 1941-1945(2017).

[5] Ali H, Bensaali F, Jaber F. Novel approach to non-invasive blood glucose monitoring based on transmittance and refraction of visible laser light[J]. IEEE Access, 5, 9163-9174(2017).

[6] Zhang B. Kumar B V K V, Zhang D. Noninvasive diabetes mellitus detection using facial block color with a sparse representation classifier[J]. IEEE Transactions on Biomedical Engineering, 61, 1027-1033(2014).

[7] Segman Y J. Device and method for noninvasive glucose assessment[J]. Journal of Diabetes Science and Technology, 12, 1159-1168(2018).

[8] Wu C Y, Lu Q P, Ding H Q et al. Noninvasive blood glucose sensing with near-infrared spectroscopy based on interstitial fluid[J]. Acta Optica Sinica, 33, 1117001(2013).

[9] Fu B, Hu Y X, Liu R et al. Near-infrared measurement with medium concentration sample as reference[J]. Acta Optica Sinica, 36, 0230003(2016).

[10] Friedman J, Hastie T, Tibshirani R. Additive logistic regression: a statistical view of boosting[J]. The Annals of Statistics, 28, 337-407(2000).