title: Modelling, verification, and calibration of a photoacoustics based continuous non-invasive blood glucose monitoring system.
abstract: This paper examines the use of photoacoustic spectroscopy (PAS) at an excitation wavelength of 905 nm for making continuous non-invasive blood glucose measurements. The theoretical background of the measurement technique is verified through simulation. An apparatus is fabricated for performing photoacoustic measurements in vitro on glucose solutions and in vivo on human subjects. The amplitude of the photoacoustic signals measured from glucose solutions is observed to increase with the solution concentration, while photoacoustic amplitude obtained from in vivo measurements follows the blood glucose concentration of the subjects, indicating a direct proportionality between the two quantities. A linear calibration method is applied separately on measurements obtained from each individual in order to estimate the blood glucose concentration. The estimated glucose values are compared to reference glucose concentrations measured using a standard glucose meter. A plot of 196 measurement pairs taken over 30 normal subjects on a Clarke error grid gives a point distribution of 82.65% and 17.35% over zones A and B of the grid with a mean absolute relative deviation (MARD) of 11.78% and a mean absolute difference (MAD) of 15.27 mg/dl (0.85 mmol/l). The results obtained are better than or comparable to those obtained using photoacoustic spectroscopy based methods or other non-invasive measurement techniques available. The accuracy levels obtained are also comparable to commercially available continuous glucose monitoring systems.
authors.affiliation: Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India.
authors.forename: Praful P
authors.initials: PP
authors.lastname: Pai
authors.affiliation: Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India.
authors.forename: Pradyut K
authors.initials: PK
authors.lastname: Sanki
authors.affiliation: Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India.
authors.forename: Satyabrata
authors.initials: S
authors.lastname: Sarangi
authors.affiliation: Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India.
authors.forename: Swapna
authors.initials: S
authors.lastname: Banerjee
mesh_terms: D001774:Blood Chemical Analysis / Q000295:instrumentation* / Q000379:methods; D001786:Blood Glucose; D002138:Calibration; D003198:Computer Simulation; D003940:Diagnostic Techniques, Endocrine / Q000295:instrumentation*; D006801:Humans; D008962:Models, Theoretical; D008991:Monitoring, Physiologic / Q000295:instrumentation* / Q000379:methods; D061088:Photoacoustic Techniques / Q000295:instrumentation* / Q000379:methods; D013057:Spectrum Analysis / Q000295:instrumentation* / Q000379:methods
chemical_list: D001786:Blood Glucose