A FPGA-based embedded system for automatic classification of microcalcifications

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MetadadosDescriçãoIdioma
Autor(es): dc.contributorInst Fed Educ Ciencia & Tecnol Sao Paulo-
Autor(es): dc.contributorUniversidade Estadual Paulista (Unesp)-
Autor(es): dc.creatorDocusse, Tiago Alexandre [UNESP]-
Autor(es): dc.creatorRodrigues da Silvat, Alexandre Cesar [UNESP]-
Autor(es): dc.creatorPereira, Aledir Silveira [UNESP]-
Autor(es): dc.creatorMarranghello, Norian [UNESP]-
Autor(es): dc.creatorIEEE-
Data de aceite: dc.date.accessioned2022-02-22T00:08:22Z-
Data de disponibilização: dc.date.available2022-02-22T00:08:22Z-
Data de envio: dc.date.issued2020-12-09-
Data de envio: dc.date.issued2020-12-09-
Data de envio: dc.date.issued2013-01-01-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/196058-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/196058-
Descrição: dc.descriptionThis paper describes the development of an embedded system that automatically classifies microcalcifications detected on digital mammograms into one of the five types proposed by Michele Le Gal, a classification scheme that allows radiologists to decide whether a breast cancer is malignant or not without the need for surgeries. The hardware part of the developed system is based on an Altera Nios II software processor and the embedded software is based on wavelets and artificial neural networks. We have used an Altera DE2-US development kit in order to create a custom System-on-Chip (SoC) that has many advantages over common desktop computers. In our tests the system correctly classified 94.90% of test images, proving it can be used as a second opinion by radiologists in breast cancer early diagnosis.-
Descrição: dc.descriptionConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)-
Descrição: dc.descriptionInst Fed Educ Ciencia & Tecnol Sao Paulo, Barretos, SP, Brazil-
Descrição: dc.descriptionSao Paulo State Univ, Dept Engenhar Elect, Ilha Solteira, SP, Brazil-
Descrição: dc.descriptionSao Paulo State Univ, Dept Engenhar Elect, Sao Jose Do Rio Preto, SP, Brazil-
Descrição: dc.descriptionSao Paulo State Univ, Dept Engenhar Elect, Ilha Solteira, SP, Brazil-
Descrição: dc.descriptionSao Paulo State Univ, Dept Engenhar Elect, Sao Jose Do Rio Preto, SP, Brazil-
Descrição: dc.descriptionCNPq: 309023/20122-
Formato: dc.format4-
Idioma: dc.languageen-
Publicador: dc.publisherIeee-
Relação: dc.relation2013 25th International Conference On Microelectronics (icm)-
???dc.source???: dc.sourceWeb of Science-
Título: dc.titleA FPGA-based embedded system for automatic classification of microcalcifications-
Aparece nas coleções:Repositório Institucional - Unesp

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