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Support vector machine classification of brain metastasis and radiation necrosis based on texture analysis in MRI

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Support vector machine classification of brain metastasis and radiation necrosis based on texture analysis in MRI

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dc.contributor.author Larroza-Santacruz, Andrés es_ES
dc.contributor.author Moratal, David es_ES
dc.contributor.author Paredes Sánchez, Alexandra es_ES
dc.contributor.author Soria-Olivas, E es_ES
dc.contributor.author Chust-Vicente, Maria Luisa es_ES
dc.contributor.author Arribas, LA es_ES
dc.contributor.author Arana Fernandez de Moya, Estanislao es_ES
dc.date.accessioned 2018-03-23T14:03:12Z
dc.date.available 2018-03-23T14:03:12Z
dc.date.issued 2015 es_ES
dc.identifier.issn 1053-1807 es_ES
dc.identifier.uri http://hdl.handle.net/10251/99682
dc.description.abstract [EN] ConclusionHigh classification accuracy (AUC>0.9) was obtained using texture features and a support vector machine classifier in an approach based on conventional MRI to differentiate between brain metastasis and radiation necrosis. J. Magn. Reson. Imaging 2015. J. Magn. Reson. Imaging 2015;42:1362-1368. es_ES
dc.description.sponsorship A.L. was funded by the Spanish Ministerio de Educacion, Cultura y Deporte (MECD). es_ES
dc.language Inglés es_ES
dc.publisher John Wiley & Sons es_ES
dc.relation.ispartof Journal of Magnetic Resonance Imaging es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Brain metastasis es_ES
dc.subject Radiation necrosis es_ES
dc.subject Texture analysis es_ES
dc.subject Support vector machine es_ES
dc.subject Classification es_ES
dc.subject MRI es_ES
dc.subject.classification TECNOLOGIA ELECTRONICA es_ES
dc.title Support vector machine classification of brain metastasis and radiation necrosis based on texture analysis in MRI es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1002/jmri.24913 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/MINECO//TEC2012-33778/ES/CARACTERIZACION CUANTITATIVA DE LA METASTASIS VERTEBRAL MEDIANTE ANALISIS DE IMAGEN DE TC Y MODELADO POR ELEMENTOS FINITOS PARA LA DETERMINACION DEL RIESGO DE FRACTURA/ es_ES
dc.rights.accessRights Cerrado es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Ingeniería Electrónica - Departament d'Enginyeria Electrònica es_ES
dc.description.bibliographicCitation Larroza-Santacruz, A.; Moratal, D.; Paredes Sánchez, A.; Soria-Olivas, E.; Chust-Vicente, ML.; Arribas, L.; Arana Fernandez De Moya, E. (2015). Support vector machine classification of brain metastasis and radiation necrosis based on texture analysis in MRI. Journal of Magnetic Resonance Imaging. 42(5):1362-1368. https://doi.org/10.1002/jmri.24913 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1002/jmri.24913 es_ES
dc.description.upvformatpinicio 1362 es_ES
dc.description.upvformatpfin 1368 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 42 es_ES
dc.description.issue 5 es_ES
dc.relation.pasarela S\301855 es_ES
dc.contributor.funder Ministerio de Economía y Competitividad es_ES


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