Prostate functional magnetic resonance image analysis using multivariate curve resolution methods

This paper discusses the potential of Multivariate Curve Resolution (MCR) models to extract physiological dynamics behaviors from Dynamic Contrast Enhanced Magnetic Resonance (DCE-MR) Imaging prostate perfusion studies for cancer diagnosis. A relationship with biomarkers ( hidden parameters for asse...

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Detalles Bibliográficos
Autores: Prats-Montalbán, José Manuel|||0000-0001-6294-4486, Ferrer, Alberto|||0000-0001-7244-5947, Sanz Requena, Roberto, Marti Bonmati, Luis
Tipo de recurso: artículo
Fecha de publicación:2014
País:España
Institución:Universitat Politècnica de València (UPV)
Repositorio:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Idioma:inglés
OAI Identifier:oai:riunet.upv.es:10251/60812
Acceso en línea:https://riunet.upv.es/handle/10251/60812
Access Level:acceso abierto
Palabra clave:Multivariate image analysis
MCR
SIMPLISMA
EFA
DCE-MR
pharmacokinetics
perfusion
prostate
tumor
biomarker
ESTADISTICA E INVESTIGACION OPERATIVA
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oai_identifier_str oai:riunet.upv.es:10251/60812
network_acronym_str ES
network_name_str España
repository_id_str
spelling Prostate functional magnetic resonance image analysis using multivariate curve resolution methodsPrats-Montalbán, José Manuel|||0000-0001-6294-4486Ferrer, Alberto|||0000-0001-7244-5947Sanz Requena, RobertoMarti Bonmati, LuisMultivariate image analysisMCRSIMPLISMAEFADCE-MRpharmacokineticsperfusionprostatetumorbiomarkerESTADISTICA E INVESTIGACION OPERATIVAThis paper discusses the potential of Multivariate Curve Resolution (MCR) models to extract physiological dynamics behaviors from Dynamic Contrast Enhanced Magnetic Resonance (DCE-MR) Imaging prostate perfusion studies for cancer diagnosis. A relationship with biomarkers ( hidden parameters for assessing the possible existence of a tumor) from pharmacokinetic models is also studied.This research work was partially supported by the Spanish Ministry of Economy and Competitiveness under the project DPI2011-28112-C04-02.WileyDepartamento de Estadística e Investigación Operativa Aplicadas y CalidadEscuela Técnica Superior de Ingeniería IndustrialGrupo de Ingeniería Estadística Multivariante GIEMMinisterio de Ciencia e InnovaciónRepositorio Institucional de la Universitat Politècnica de València Riunet20142014-08-01journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfapplication/pdfhttps://riunet.upv.es/handle/10251/60812reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valénciainstname:Universitat Politècnica de València (UPV)InglésengMinisterio de Ciencia e Innovación http://dx.doi.org/10.13039/501100004837 DPI2011-28112-C04-02 MONITORIZACION, INFERENCIA, OPTIMIZACION Y CONTROL MULTI-ESCALA: DE CELULAS A BIORREACTORES. (MULTISCALES)open accesshttp://purl.org/coar/access_right/c_abf2Reserva de todos los derechoshttp://rightsstatements.org/vocab/InC/1.0/info:eu-repo/semantics/openAccessoai:riunet.upv.es:10251/608122026-06-13T07:49:27Z
dc.title.none.fl_str_mv Prostate functional magnetic resonance image analysis using multivariate curve resolution methods
title Prostate functional magnetic resonance image analysis using multivariate curve resolution methods
spellingShingle Prostate functional magnetic resonance image analysis using multivariate curve resolution methods
Prats-Montalbán, José Manuel|||0000-0001-6294-4486
Multivariate image analysis
MCR
SIMPLISMA
EFA
DCE-MR
pharmacokinetics
perfusion
prostate
tumor
biomarker
ESTADISTICA E INVESTIGACION OPERATIVA
title_short Prostate functional magnetic resonance image analysis using multivariate curve resolution methods
title_full Prostate functional magnetic resonance image analysis using multivariate curve resolution methods
title_fullStr Prostate functional magnetic resonance image analysis using multivariate curve resolution methods
title_full_unstemmed Prostate functional magnetic resonance image analysis using multivariate curve resolution methods
title_sort Prostate functional magnetic resonance image analysis using multivariate curve resolution methods
dc.creator.none.fl_str_mv Prats-Montalbán, José Manuel|||0000-0001-6294-4486
Ferrer, Alberto|||0000-0001-7244-5947
Sanz Requena, Roberto
Marti Bonmati, Luis
author Prats-Montalbán, José Manuel|||0000-0001-6294-4486
author_facet Prats-Montalbán, José Manuel|||0000-0001-6294-4486
Ferrer, Alberto|||0000-0001-7244-5947
Sanz Requena, Roberto
Marti Bonmati, Luis
author_role author
author2 Ferrer, Alberto|||0000-0001-7244-5947
Sanz Requena, Roberto
Marti Bonmati, Luis
author2_role author
author
author
dc.contributor.none.fl_str_mv Departamento de Estadística e Investigación Operativa Aplicadas y Calidad
Escuela Técnica Superior de Ingeniería Industrial
Grupo de Ingeniería Estadística Multivariante GIEM
Ministerio de Ciencia e Innovación
Repositorio Institucional de la Universitat Politècnica de València Riunet
dc.subject.none.fl_str_mv Multivariate image analysis
MCR
SIMPLISMA
EFA
DCE-MR
pharmacokinetics
perfusion
prostate
tumor
biomarker
ESTADISTICA E INVESTIGACION OPERATIVA
topic Multivariate image analysis
MCR
SIMPLISMA
EFA
DCE-MR
pharmacokinetics
perfusion
prostate
tumor
biomarker
ESTADISTICA E INVESTIGACION OPERATIVA
description This paper discusses the potential of Multivariate Curve Resolution (MCR) models to extract physiological dynamics behaviors from Dynamic Contrast Enhanced Magnetic Resonance (DCE-MR) Imaging prostate perfusion studies for cancer diagnosis. A relationship with biomarkers ( hidden parameters for assessing the possible existence of a tumor) from pharmacokinetic models is also studied.
publishDate 2014
dc.date.none.fl_str_mv 2014
2014-08-01
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://riunet.upv.es/handle/10251/60812
url https://riunet.upv.es/handle/10251/60812
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Ministerio de Ciencia e Innovación http://dx.doi.org/10.13039/501100004837 DPI2011-28112-C04-02 MONITORIZACION, INFERENCIA, OPTIMIZACION Y CONTROL MULTI-ESCALA: DE CELULAS A BIORREACTORES. (MULTISCALES)
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reserva de todos los derechos
http://rightsstatements.org/vocab/InC/1.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reserva de todos los derechos
http://rightsstatements.org/vocab/InC/1.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Wiley
publisher.none.fl_str_mv Wiley
dc.source.none.fl_str_mv reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname:Universitat Politècnica de València (UPV)
instname_str Universitat Politècnica de València (UPV)
reponame_str RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
collection RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,300719

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