Zobrazeno 1 - 10
of 25
pro vyhledávání: '"Katsuhiko Maruo"'
Autor:
Yukio Yamada, Katsuhiko Maruo
Publikováno v:
Diabetes. 67
A near-infrared spectroscopy method for noninvasive blood glucose prediction without using multivariate analyses is proposed and examined. Near-infrared diffuse reflection spectra with a wavelength range from 1400 to 1850 nm were measured at the skin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::19275587843f124578ecf078e53b1113
https://doi.org/10.2337/db18-911-p
https://doi.org/10.2337/db18-911-p
Autor:
Mamoru Tamura, Tomohiro Oota, Yukihiro Ozaki, Mitsuhiro Tsurugi, Katsuhiko Maruo, Takehiro Nakagawa, Hidenobu Arimoto, Mineji Hayakawa, Yukio Yamada
Publikováno v:
Applied Spectroscopy. 60:1423-1431
We have applied a new methodology for noninvasive continuous blood glucose monitoring, proposed in our previous paper, to patients in ICU (intensive care unit), where strict controls of blood glucose levels are required. The new methodology can build
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b0bcd458a305fcc768444503c7c56033
https://doi.org/10.1366/000370206779321508
https://doi.org/10.1366/000370206779321508
Publikováno v:
Applied Spectroscopy. 60:631-640
In this study, multi-objective genetic algorithms (GAs) are introduced to partial least squares (PLS) model building. This method aims to improve the performance and robustness of the PLS model by removing samples with systematic errors, including ou
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c68c3ed9346a86628d79b7158b27eb85
https://doi.org/10.1366/000370206777670576
https://doi.org/10.1366/000370206777670576
Publikováno v:
Chemometrics and Intelligent Laboratory Systems. 82:83-89
Monte Carlo cross validation (MCCV) is used in two data sets including 125 and 1643 near-infrared (NIR) spectra of biological samples, respectively, to ascertain the number of samples left out for validation in MCCV and the dimension of PLS models co
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8bd43748f6aeb5f4595dbc27d47ca91f
https://doi.org/10.1016/j.chemolab.2005.07.004
https://doi.org/10.1016/j.chemolab.2005.07.004
Publikováno v:
Chemometrics and Intelligent Laboratory Systems. 82:97-103
The aim of this study is to develop optimum partial least squares (PLS) models for glucose quantifications in bovine serum samples and human skin by using near-infrared (NIR) spectroscopy and a chemometrics algorithm named searching combination movin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4de05fa44f04671859867a88c4168e95
https://doi.org/10.1016/j.chemolab.2005.08.014
https://doi.org/10.1016/j.chemolab.2005.08.014
New Methodology to Obtain a Calibration Model for Noninvasive Near-Infrared Blood Glucose Monitoring
Autor:
Yukihiro Ozaki, Takehiro Nakagawa, Mitsuhiro Tsurugi, Katsuhiko Maruo, Mamoru Tamura, Tomohiro Oota, Hidenobu Arimoto, Yukio Yamada
Publikováno v:
Applied Spectroscopy. 60:441-449
This paper reports new methodology to obtain a calibration model for noninvasive blood glucose monitoring using diffuse reflectance near-infrared (NIR) spectroscopy. Conventional studies of noninvasive blood glucose monitoring with NIR spectroscopy u
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f2d6f8dbc09275753985f468a85e7f64
https://doi.org/10.1366/000370206776593780
https://doi.org/10.1366/000370206776593780
Publikováno v:
Analytical Sciences. 21:979-984
Near infrared (NIR) spectroscopy has become a promising technique for the in vivo monitoring of glucose. Several capillary-rich locations in the body, such as the tongue, forearm, and finger, have been used to collect thein vivo spectra of blood gluc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e04209cb910645285ddf20867fd5ce64
https://doi.org/10.2116/analsci.21.979
https://doi.org/10.2116/analsci.21.979
Publikováno v:
Journal of Life Support Engineering. 17:3-8
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::43ae6cc8fcb6bb2a2d2b83bf93e6b8b8
https://doi.org/10.5136/lifesupport.17.3
https://doi.org/10.5136/lifesupport.17.3
Publikováno v:
Analytica Chimica Acta. 526:193-202
New approach for chemometrics algorithm named region orthogonal signal correction (ROSC) has been introduced to improve the predictive ability of PLS models for biomedical components in blood serum developed from their NIR spectra in the 1280–1849
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::113145d926a3ced2af2d35dd86b7cad3
https://doi.org/10.1016/j.aca.2004.09.047
https://doi.org/10.1016/j.aca.2004.09.047
Publikováno v:
Optical Review. 10:600-606
We have calculated the characteristics of reflected near infrared light, which is incident on the skin surface, scattered in the skin tissue and detected, in the wavelength range from 1000 nm to 1900 nm. We have used a Monte Carlo method to calculate
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::dbb7d34e75b707651bf1415af38478fa
https://doi.org/10.1007/s10043-003-0600-z
https://doi.org/10.1007/s10043-003-0600-z