Detection of breast lesions in medical digital imaging using neural networks

Autores
Ferrero, Gustavo; Britos, Paola Verónica; García Martínez, Ramón
Año de publicación
2006
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
The purpose of this article is to present an experimental application for the detection of possible breast lesions by means of neural networks in medical digital imaging. This application broadens the scope of research into the creation of different types of topologies with the aim of improving existing networks and creating new architectures which allow for improved detection.
Applications in Artificial Intelligence - Learning and Neural Nets
Red de Universidades con Carreras en Informática (RedUNCI)
Materia
Ciencias Informáticas
Diagnóstico por Imagen
Neural nets
Architectures
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/24144
Acceder
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network_name_str SEDICI (UNLP)
spelling Detection of breast lesions in medical digital imaging using neural networksFerrero, GustavoBritos, Paola VerónicaGarcía Martínez, RamónCiencias InformáticasDiagnóstico por ImagenNeural netsArchitecturesThe purpose of this article is to present an experimental application for the detection of possible breast lesions by means of neural networks in medical digital imaging. This application broadens the scope of research into the creation of different types of topologies with the aim of improving existing networks and creating new architectures which allow for improved detection.Applications in Artificial Intelligence - Learning and Neural NetsRed de Universidades con Carreras en Informática (RedUNCI)2006-08info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdfhttp://sedici.unlp.edu.ar/handle/10915/24144enginfo:eu-repo/semantics/altIdentifier/isbn/0-387-34655-4info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/2.5/ar/Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-10-15T10:48:19Zoai:sedici.unlp.edu.ar:10915/24144Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-10-15 10:48:20.204SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Detection of breast lesions in medical digital imaging using neural networks
title Detection of breast lesions in medical digital imaging using neural networks
spellingShingle Detection of breast lesions in medical digital imaging using neural networks
Ferrero, Gustavo
Ciencias Informáticas
Diagnóstico por Imagen
Neural nets
Architectures
title_short Detection of breast lesions in medical digital imaging using neural networks
title_full Detection of breast lesions in medical digital imaging using neural networks
title_fullStr Detection of breast lesions in medical digital imaging using neural networks
title_full_unstemmed Detection of breast lesions in medical digital imaging using neural networks
title_sort Detection of breast lesions in medical digital imaging using neural networks
dc.creator.none.fl_str_mv Ferrero, Gustavo
Britos, Paola Verónica
García Martínez, Ramón
author Ferrero, Gustavo
author_facet Ferrero, Gustavo
Britos, Paola Verónica
García Martínez, Ramón
author_role author
author2 Britos, Paola Verónica
García Martínez, Ramón
author2_role author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
Diagnóstico por Imagen
Neural nets
Architectures
topic Ciencias Informáticas
Diagnóstico por Imagen
Neural nets
Architectures
dc.description.none.fl_txt_mv The purpose of this article is to present an experimental application for the detection of possible breast lesions by means of neural networks in medical digital imaging. This application broadens the scope of research into the creation of different types of topologies with the aim of improving existing networks and creating new architectures which allow for improved detection.
Applications in Artificial Intelligence - Learning and Neural Nets
Red de Universidades con Carreras en Informática (RedUNCI)
description The purpose of this article is to present an experimental application for the detection of possible breast lesions by means of neural networks in medical digital imaging. This application broadens the scope of research into the creation of different types of topologies with the aim of improving existing networks and creating new architectures which allow for improved detection.
publishDate 2006
dc.date.none.fl_str_mv 2006-08
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
info:eu-repo/semantics/publishedVersion
Objeto de conferencia
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info:ar-repo/semantics/documentoDeConferencia
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dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/24144
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dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/isbn/0-387-34655-4
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
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Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)
dc.format.none.fl_str_mv application/pdf
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instname_str Universidad Nacional de La Plata
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repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
repository.mail.fl_str_mv alira@sedici.unlp.edu.ar
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