NDLI: Detecção de Câncer de Pele com Redes Neurais Artificiais

Content Provider	Semantic Scholar
Author	Barros, Wysterlânya K. P. Morais, Daniel Sousa Fernandes, Marcelo Correia
Copyright Year	2018
Abstract	Resumo Este trabalho tem como objetivo o desenvolvimento de uma técnica para detecção de câncer de pele utilizando redes neurais artificiais do tipo Multilayer Perceptron (MLP) treinada com o algoritmo do Backpropagation (BP). A técnica proposta realiza um pré-processamento na imagem fonte retirando nove descritores que então são passados para MLP-BP. Resultados de validação utilizando um banco de dados público de imagens de câncer de pele são apresentados neste trabalho. As respostas apresentadas pela técnica proposta apresentaram resultados bastante satisfatórios quando comparados com a literatura, viabilizando a técnica para aplicações práticas e testes em outras bases.
File Format	PDF HTM / HTML
DOI	10.21528/cbic2017-108
Alternate Webpage(s)	http://cbic2017.org/papers/cbic-paper-108.pdf
Alternate Webpage(s)	https://doi.org/10.21528/cbic2017-108
Language	English
Access Restriction	Open
Content Type	Text
Resource Type	Article

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