Classification of skin phenotypes caused by diabetes mellitus using complex scattering parameters in the millimeter-wave frequency range

Abstract The pathological skin phenotype caused by hyperglycemia is an important indicator for the progress of diabetes mellitus. An early detection of diabetes assures an early intervention to regulate the carbohydrate metabolism. In this publication a non-invasive detection principle based on the...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Fabian Dornuf, Pedro Martín-Mateos, Blanca Duarte, Bernhard Hils, Oscar Elias Bonilla-Manrique, Fernando Larcher, Pablo Acedo, Viktor Krozer
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2017
Materias:	Medicine R Science Q
Acceso en línea:	https://doaj.org/article/cafac1b43c9943918457cbca25b69662
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:cafac1b43c9943918457cbca25b69662
record_format	dspace
spelling	oai:doaj.org-article:cafac1b43c9943918457cbca25b696622021-12-02T11:40:34ZClassification of skin phenotypes caused by diabetes mellitus using complex scattering parameters in the millimeter-wave frequency range10.1038/s41598-017-06034-02045-2322https://doaj.org/article/cafac1b43c9943918457cbca25b696622017-07-01T00:00:00Zhttps://doi.org/10.1038/s41598-017-06034-0https://doaj.org/toc/2045-2322Abstract The pathological skin phenotype caused by hyperglycemia is an important indicator for the progress of diabetes mellitus. An early detection of diabetes assures an early intervention to regulate the carbohydrate metabolism. In this publication a non-invasive detection principle based on the measurement of complex scattering parameters in the millimeter-wave frequency range is presented. The measurement principle provides evidence of the applicability for the identification of different glycemic states in animal models. The method proposed here can be used to predict diabetes status in animal models and is interesting for application on humans in view of safeness of millimeter-wave radiation. Furthermore the complex scattering parameters give important information about the anatomic varieties between the analyzed skin samples of the different mice strains. In contrast to other methods, our approach is less sensitive to skin variations between animals.Fabian DornufPedro Martín-MateosBlanca DuarteBernhard HilsOscar Elias Bonilla-ManriqueFernando LarcherPablo AcedoViktor KrozerNature PortfolioarticleMedicineRScienceQENScientific Reports, Vol 7, Iss 1, Pp 1-8 (2017)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine R Science Q
spellingShingle	Medicine R Science Q Fabian Dornuf Pedro Martín-Mateos Blanca Duarte Bernhard Hils Oscar Elias Bonilla-Manrique Fernando Larcher Pablo Acedo Viktor Krozer Classification of skin phenotypes caused by diabetes mellitus using complex scattering parameters in the millimeter-wave frequency range
description	Abstract The pathological skin phenotype caused by hyperglycemia is an important indicator for the progress of diabetes mellitus. An early detection of diabetes assures an early intervention to regulate the carbohydrate metabolism. In this publication a non-invasive detection principle based on the measurement of complex scattering parameters in the millimeter-wave frequency range is presented. The measurement principle provides evidence of the applicability for the identification of different glycemic states in animal models. The method proposed here can be used to predict diabetes status in animal models and is interesting for application on humans in view of safeness of millimeter-wave radiation. Furthermore the complex scattering parameters give important information about the anatomic varieties between the analyzed skin samples of the different mice strains. In contrast to other methods, our approach is less sensitive to skin variations between animals.
format	article
author	Fabian Dornuf Pedro Martín-Mateos Blanca Duarte Bernhard Hils Oscar Elias Bonilla-Manrique Fernando Larcher Pablo Acedo Viktor Krozer
author_facet	Fabian Dornuf Pedro Martín-Mateos Blanca Duarte Bernhard Hils Oscar Elias Bonilla-Manrique Fernando Larcher Pablo Acedo Viktor Krozer
author_sort	Fabian Dornuf
title	Classification of skin phenotypes caused by diabetes mellitus using complex scattering parameters in the millimeter-wave frequency range
title_short	Classification of skin phenotypes caused by diabetes mellitus using complex scattering parameters in the millimeter-wave frequency range
title_full	Classification of skin phenotypes caused by diabetes mellitus using complex scattering parameters in the millimeter-wave frequency range
title_fullStr	Classification of skin phenotypes caused by diabetes mellitus using complex scattering parameters in the millimeter-wave frequency range
title_full_unstemmed	Classification of skin phenotypes caused by diabetes mellitus using complex scattering parameters in the millimeter-wave frequency range
title_sort	classification of skin phenotypes caused by diabetes mellitus using complex scattering parameters in the millimeter-wave frequency range
publisher	Nature Portfolio
publishDate	2017
url	https://doaj.org/article/cafac1b43c9943918457cbca25b69662
work_keys_str_mv	AT fabiandornuf classificationofskinphenotypescausedbydiabetesmellitususingcomplexscatteringparametersinthemillimeterwavefrequencyrange AT pedromartinmateos classificationofskinphenotypescausedbydiabetesmellitususingcomplexscatteringparametersinthemillimeterwavefrequencyrange AT blancaduarte classificationofskinphenotypescausedbydiabetesmellitususingcomplexscatteringparametersinthemillimeterwavefrequencyrange AT bernhardhils classificationofskinphenotypescausedbydiabetesmellitususingcomplexscatteringparametersinthemillimeterwavefrequencyrange AT oscareliasbonillamanrique classificationofskinphenotypescausedbydiabetesmellitususingcomplexscatteringparametersinthemillimeterwavefrequencyrange AT fernandolarcher classificationofskinphenotypescausedbydiabetesmellitususingcomplexscatteringparametersinthemillimeterwavefrequencyrange AT pabloacedo classificationofskinphenotypescausedbydiabetesmellitususingcomplexscatteringparametersinthemillimeterwavefrequencyrange AT viktorkrozer classificationofskinphenotypescausedbydiabetesmellitususingcomplexscatteringparametersinthemillimeterwavefrequencyrange
_version_	1718395607228350464

Classification of skin phenotypes caused by diabetes mellitus using complex scattering parameters in the millimeter-wave frequency range

Ejemplares similares