Please use this identifier to cite or link to this item:
http://repositorio.ugto.mx/handle/20.500.12059/10480
Full metadata record
DC Field | Value | Language |
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dc.rights.license | http://creativecommons.org/licenses/by-nc-nd/4.0 | es_MX |
dc.creator | URIEL CALDERON URIBE | es_MX |
dc.date.accessioned | 2024-03-19T16:27:36Z | - |
dc.date.available | 2024-03-19T16:27:36Z | - |
dc.date.issued | 2024-01-10 | - |
dc.identifier.uri | http://repositorio.ugto.mx/handle/20.500.12059/10480 | - |
dc.description.abstract | Nowadays, 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.iso | eng | es_MX |
dc.publisher | Universidad de Guanajuato | es_MX |
dc.relation | https://www.jovenesenlaciencia.ugto.mx/index.php/jovenesenlaciencia/article/view/4216 | es_MX |
dc.rights | info:eu-repo/semantics/openAccess | es_MX |
dc.source | Jóvenes en la Ciencia: Congreso Internacional de electrónica y cómputo aplicado 2023, Vol. 25 (2024) | es_MX |
dc.title | Brain Tumor Detection Using Magnetic Resonance Images Through Convolutional Neural Networks | es_MX |
dc.title.alternative | Detección de Tumor Cerebral Usando Imágenes de Resonancia Magnética a Través de Redes Neuronales Convolucionales | en |
dc.type | info:eu-repo/semantics/article | es_MX |
dc.creator.id | info:eu-repo/dai/mx/cvu/781331 | es_MX |
dc.subject.cti | info:eu-repo/classification/cti/3 | es_MX |
dc.subject.keywords | Image processing | en |
dc.subject.keywords | Brain tumor | en |
dc.subject.keywords | Deep learning | en |
dc.subject.keywords | Convolutional neural network | en |
dc.subject.keywords | Procesamiento de imágenes | es_MX |
dc.subject.keywords | Tumor cerebral | es_MX |
dc.subject.keywords | Aprendizaje profundo | es_MX |
dc.subject.keywords | Red neuronal convolucional | es_MX |
dc.type.version | info:eu-repo/semantics/publishedVersion | es_MX |
dc.creator.two | Salvador Calderón Uribe | es_MX |
dc.creator.three | JACOB GONZALEZ VILLAGOMEZ | es_MX |
dc.creator.four | ESAU GONZALEZ VILLAGOMEZ | es_MX |
dc.creator.idtwo | info:eu-repo/dai/mx/orcid/0000-0003-3597-2881 | es_MX |
dc.creator.idthree | info:eu-repo/dai/mx/cvu/781337 | es_MX |
dc.creator.idfour | info:eu-repo/dai/mx/cvu/818467 | es_MX |
Appears in Collections: | Revista Jóvenes en la Ciencia |
Files in This Item:
File | Description | Size | Format | |
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Brain Tumor Detection Using Magnetic Resonance Images Through Convolutional Neural Networks.pdf | 585.28 kB | Adobe PDF | View/Open |
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