| Literature DB >> 25071973 |
Sabbir Liakat1, Kevin A Bors1, Laura Xu1, Callie M Woods1, Jessica Doyle2, Claire F Gmachl1.
Abstract
Mid-infrared quantum cascade laser spectroscopy is used to noninvasively predict blood glucose concentrations of three healthy human subjects in vivo. We utilize a hollow-core fiber based optical setup for light delivery and collection along with a broadly tunable quantum cascade laser to obtain spectra from human subjects and use standard chemo-metric techniques (namely partial least squares regression) for prediction analysis. Throughout a glucose concentration range of 80-160 mg/dL, we achieve clinically accurate predictions 84% of the time, on average. This work opens a new path to a noninvasive in vivo glucose sensor that would benefit the lives of hundreds of millions of diabetics worldwide.Entities:
Keywords: (140.5965) Semiconductor lasers, quantum cascade; (170.1470) Blood or tissue constituent monitoring; (300.6340) Spectroscopy, infrared
Year: 2014 PMID: 25071973 PMCID: PMC4102373 DOI: 10.1364/BOE.5.002397
Source DB: PubMed Journal: Biomed Opt Express ISSN: 2156-7085 Impact factor: 3.732