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Please use this identifier to cite or link to this item: http://repositorio.ugto.mx/handle/20.500.12059/10480
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dc.rights.licensehttp://creativecommons.org/licenses/by-nc-nd/4.0es_MX
dc.creatorURIEL CALDERON URIBEes_MX
dc.date.accessioned2024-03-19T16:27:36Z-
dc.date.available2024-03-19T16:27:36Z-
dc.date.issued2024-01-10-
dc.identifier.urihttp://repositorio.ugto.mx/handle/20.500.12059/10480-
dc.description.abstractNowadays, brain tumor classification is a crucial task for neurologists and radiologists. However, manually detecting brain tumors from magnetic resonance imaging (MRI) can be challenging and prone to errors. This study proposes a method using neural networks to detect brain tumors. This study uses a subset of the BRATS 2018 dataset that contains 1,992 brain MRI scans. The proposed model achieves an accuracyof 97% in the test set making it a tool for medical experts.es_MX
dc.language.isoenges_MX
dc.publisherUniversidad de Guanajuatoes_MX
dc.relationhttps://www.jovenesenlaciencia.ugto.mx/index.php/jovenesenlaciencia/article/view/4216es_MX
dc.rightsinfo:eu-repo/semantics/openAccesses_MX
dc.sourceJóvenes en la Ciencia: Congreso Internacional de electrónica y cómputo aplicado 2023, Vol. 25 (2024)es_MX
dc.titleBrain Tumor Detection Using Magnetic Resonance Images Through Convolutional Neural Networkses_MX
dc.title.alternativeDetección de Tumor Cerebral Usando Imágenes de Resonancia Magnética a Través de Redes Neuronales Convolucionalesen
dc.typeinfo:eu-repo/semantics/articlees_MX
dc.creator.idinfo:eu-repo/dai/mx/cvu/781331es_MX
dc.subject.ctiinfo:eu-repo/classification/cti/3es_MX
dc.subject.keywordsImage processingen
dc.subject.keywordsBrain tumoren
dc.subject.keywordsDeep learningen
dc.subject.keywordsConvolutional neural networken
dc.subject.keywordsProcesamiento de imágeneses_MX
dc.subject.keywordsTumor cerebrales_MX
dc.subject.keywordsAprendizaje profundoes_MX
dc.subject.keywordsRed neuronal convolucionales_MX
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_MX
dc.creator.twoSalvador Calderón Uribees_MX
dc.creator.threeJACOB GONZALEZ VILLAGOMEZes_MX
dc.creator.fourESAU GONZALEZ VILLAGOMEZes_MX
dc.creator.idtwoinfo:eu-repo/dai/mx/orcid/0000-0003-3597-2881es_MX
dc.creator.idthreeinfo:eu-repo/dai/mx/cvu/781337es_MX
dc.creator.idfourinfo:eu-repo/dai/mx/cvu/818467es_MX
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