Please use this identifier to cite or link to this item: http://repositorio.ugto.mx/handle/20.500.12059/7538
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dc.rights.licensehttp://creativecommons.org/licenses/by-nc-nd/4.0es_MX
dc.creatorRAFAEL GUZMAN CABRERAes_MX
dc.date.accessioned2022-12-06T02:54:01Z-
dc.date.available2022-12-06T02:54:01Z-
dc.date.issued2022-11-03-
dc.identifier.urihttp://repositorio.ugto.mx/handle/20.500.12059/7538-
dc.description.abstractThe use of image processing to strengthen medical diagnostics in the medical field is becoming more and more common. In the dermatology area it is used to carry out the identification and monitoring of lesions caused by skin cancer. One of the most used machine learning methods in the state of the art for this problem is the convolutional neural networks. In this work we propose a methodology to perform the automatic classification of images with skin cancer corresponding to the HAM10000 database, where we work with the types of cancer Benign Keratosis, Melanoma, Melanomic Neves, the implementation of a neural network was performed, complemented with several filters to preprocess the images, obtaining results higher than 92% accuracy. The results obtained compete with those reported by several authors in the state of the art and allow us to see the feasibility of the proposed methodology.en
dc.language.isoengen
dc.publisherUniversidad de Guanajuato. Dirección de Apoyo a la Investigación y al Posgradoes_MX
dc.relationhttps://www.jovenesenlaciencia.ugto.mx/index.php/jovenesenlaciencia/article/view/3850es_MX
dc.rightsinfo:eu-repo/semantics/openAccesses_MX
dc.sourceJóvenes en la Ciencia: Congreso internacional de electrónica y cómputo aplicado 2022. Vol. 18 (2022)es_MX
dc.titleSkin Cancer Classification Implementing Convolutional Neural Networksen
dc.title.alternativeClasificación de Cáncer de Piel Implementado Redes Neuronales Convolucionaleses_MX
dc.typeinfo:eu-repo/semantics/articlees_MX
dc.creator.idinfo:eu-repo/dai/mx/cvu/88306es_MX
dc.subject.ctiinfo:eu-repo/classification/cti/7es_MX
dc.subject.keywordsConvolutional Neural Network (CNN)en
dc.subject.keywordsSkin canceren
dc.subject.keywordsHAM10000en
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_MX
dc.creator.twoEVERARDO VARGAS RODRIGUEZes_MX
dc.creator.threeAnderson--Smith Florez-Fuenteses_MX
dc.creator.idtwoinfo:eu-repo/dai/mx/cvu/208039es_MX
dc.creator.idthreeinfo:eu-repo/dai/mx/orcid/0000-0001-6176-1071es_MX
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