Power spectral density-based nearinfrared sub-band detection for noninvasive blood glucose prediction in both in-vitro and in-vivo studies
作者机构:Izmir Biomedicine and Genome Center(iBG)BalcovaIzmir 35340Turkey Erman SelimMert Altintas and Mehmet Engin Electrical Electronics Engineering Department Ege UniversityBornovaIzmir 35040Turkey
出 版 物:《Journal of Innovative Optical Health Sciences》 (创新光学健康科学杂志(英文))
年 卷 期:2018年第11卷第6期
页 面:43-54页
核心收录:
学科分类:0831[工学-生物医学工程(可授工学、理学、医学学位)] 080903[工学-微电子学与固体电子学] 1004[医学-公共卫生与预防医学(可授医学、理学学位)] 0808[工学-电气工程] 0809[工学-电子科学与技术(可授工学、理学学位)] 08[工学] 080501[工学-材料物理与化学] 0805[工学-材料科学与工程(可授工学、理学学位)] 080502[工学-材料学] 0836[工学-生物工程] 0702[理学-物理学]
基 金:The Scientic and Technological Research Council of Turkey(TUBITAK)under Grant No.113E610
主 题:Noninvasive blood glucose nearinfrared led photoplethysmography power density
摘 要:Diabetes is a widespread and serious disease and noninvasive measurement has been in high *** address this problem,a power spectral density-based method was offered for determining glucose sensitive sub-bands in the nearinfrared(NIR)*** experiments were conducted using phantoms of different optical properties in-vitro *** optical bands 1200–1300 nm and 2100–2200 nm were found feasible for measuring blood *** that,a photoplethysmography(PPG)-based low cost and portable optical system was *** has six di®erent NIR wavelength LEDs for illumination and an InGaAs photodiode for *** density values were calculated through the system and used as independent variables for multiple linear regression *** results of blood glucose levels for 24 known healthy subjects showed that the optical system prediction was nearly 80%in the A zone and 20%in the B zone according to the Clarke Error Grid *** was shown that a promising easyuse,continuous,and compact optical system had been designed.