A multivariate NIR study of skin alterations in diabetic patients as compared to control subjects

Paul Geladi; Josefina Nyström; JW Eriksson; A. Nilsson; F Lithner; B Lindholm-Sethson

doi:10.1255/jnirs.282

A multivariate NIR study of skin alterations in diabetic patients as compared to control subjects

Paul Geladi
, Josefina Nyström
, JW Eriksson
, A. Nilsson
, F Lithner
, B Lindholm-Sethson

Publication: Contribution to journal › Journal article › peer-review

Abstract

A group of 15 diabetic persons with different degrees of diabetes complications, including skin changes, was studied by Fourier Transform Near Infrared (FT-NIR) spectroscopy. Skin reflectance spectra were measured with a fibre-optic probe in four locations (sites): hand, arm, leg and foot. For reference, a group of 28 healthy controls was also measured, Multivariate analysis of the NIR spectra obtained shows a high potential for classification and discrimination of the skin conditions. Valuable indications for future experiments can be observed.

Original language	English
Pages (from-to)	217-227
Number of pages	11
Journal	Journal of Near Infrared Spectroscopy
Volume	8
Issue number	4
DOIs	https://doi.org/10.1255/jnirs.282
Publication status	Published - 2000
Externally published	Yes

Keywords

FT-NIR
fibre-optic probe
PCA
PLS-DA
skin changes
diabetes

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10.1255/jnirs.282

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title = "A multivariate NIR study of skin alterations in diabetic patients as compared to control subjects",

abstract = "A group of 15 diabetic persons with different degrees of diabetes complications, including skin changes, was studied by Fourier Transform Near Infrared (FT-NIR) spectroscopy. Skin reflectance spectra were measured with a fibre-optic probe in four locations (sites): hand, arm, leg and foot. For reference, a group of 28 healthy controls was also measured, Multivariate analysis of the NIR spectra obtained shows a high potential for classification and discrimination of the skin conditions. Valuable indications for future experiments can be observed.",

keywords = "FT-NIR, fibre-optic probe, PCA, PLS-DA, skin changes, diabetes, FT-NIR, fibre-optic probe, PCA, PLS-DA, skin changes, diabetes",

author = "Paul Geladi and Josefina Nystr{\"o}m and JW Eriksson and A. Nilsson and F Lithner and B Lindholm-Sethson",

year = "2000",

doi = "10.1255/jnirs.282",

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T1 - A multivariate NIR study of skin alterations in diabetic patients as compared to control subjects

AU - Geladi, Paul

AU - Nyström, Josefina

AU - Eriksson, JW

AU - Nilsson, A.

AU - Lithner, F

AU - Lindholm-Sethson, B

PY - 2000

Y1 - 2000

N2 - A group of 15 diabetic persons with different degrees of diabetes complications, including skin changes, was studied by Fourier Transform Near Infrared (FT-NIR) spectroscopy. Skin reflectance spectra were measured with a fibre-optic probe in four locations (sites): hand, arm, leg and foot. For reference, a group of 28 healthy controls was also measured, Multivariate analysis of the NIR spectra obtained shows a high potential for classification and discrimination of the skin conditions. Valuable indications for future experiments can be observed.

AB - A group of 15 diabetic persons with different degrees of diabetes complications, including skin changes, was studied by Fourier Transform Near Infrared (FT-NIR) spectroscopy. Skin reflectance spectra were measured with a fibre-optic probe in four locations (sites): hand, arm, leg and foot. For reference, a group of 28 healthy controls was also measured, Multivariate analysis of the NIR spectra obtained shows a high potential for classification and discrimination of the skin conditions. Valuable indications for future experiments can be observed.

KW - FT-NIR

KW - fibre-optic probe

KW - PCA

KW - PLS-DA

KW - skin changes

KW - diabetes

KW - FT-NIR

KW - fibre-optic probe

KW - PCA

KW - PLS-DA

KW - skin changes

KW - diabetes

UR - https://res.slu.se/id/publ/63168

U2 - 10.1255/jnirs.282

DO - 10.1255/jnirs.282

M3 - Journal article

SN - 0967-0335

VL - 8

SP - 217

EP - 227

JO - Journal of Near Infrared Spectroscopy

JF - Journal of Near Infrared Spectroscopy

IS - 4

ER -

A multivariate NIR study of skin alterations in diabetic patients as compared to control subjects

Abstract

Keywords

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