Artificial neural networks and medical education
| Autor(a) principal: | |
|---|---|
| Data de Publicação: | 2014 |
| Outros Autores: | , , , , , , |
| Tipo de documento: | Artigo |
| Idioma: | por |
| Título da fonte: | LOCUS Repositório Institucional da UFV |
| Texto Completo: | http://dx.doi.org/10.1590/S0100-55022014000400017 http://www.locus.ufv.br/handle/123456789/17278 |
Resumo: | The transformations that medical practice has undergone in recent years – especially with the incorporation of new information technologies – point to the need to broaden discussions on the teaching-learning process in medical education. The use of new computer technologies in medical education has shown many advantages in the process of acquiring skills in problem solving, which encourages creativity, critical thinking, curiosity and scientific spirit. In this context, it is important to highlight artificial neural networks (ANN) – computer systems with a mathematical structure inspired by the human brain – which proved to be useful in the evaluation process and the acquisition of knowledge among medical students. The purpose of this communication is to review aspects of the application of ANN in medical education. |
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Artificial neural networks and medical educationEducação MédicaRedes neurais artificiaisMedicinaThe transformations that medical practice has undergone in recent years – especially with the incorporation of new information technologies – point to the need to broaden discussions on the teaching-learning process in medical education. The use of new computer technologies in medical education has shown many advantages in the process of acquiring skills in problem solving, which encourages creativity, critical thinking, curiosity and scientific spirit. In this context, it is important to highlight artificial neural networks (ANN) – computer systems with a mathematical structure inspired by the human brain – which proved to be useful in the evaluation process and the acquisition of knowledge among medical students. The purpose of this communication is to review aspects of the application of ANN in medical education.Revista Brasileira de Educação Médica2018-02-05T16:34:33Z2018-02-05T16:34:33Z2014-08-20info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlepdfapplication/pdf0100-5502http://dx.doi.org/10.1590/S0100-55022014000400017http://www.locus.ufv.br/handle/123456789/17278porv. 38, n. 4, p. 557 – 565, out./dez. 2014Siqueira-Batista, RodrigoVitorino, Rodrigo RogerGomes, Andréia PatríciaOliveira, Alcione de PaivaFerreira, Ricardo dos SantosEsperidião-Antonio, VandersonSantana, Luiz AlbertoCerqueira, Fabio Ribeiroinfo:eu-repo/semantics/openAccessreponame:LOCUS Repositório Institucional da UFVinstname:Universidade Federal de Viçosa (UFV)instacron:UFV2024-07-12T08:42:54Zoai:locus.ufv.br:123456789/17278Repositório InstitucionalPUBhttps://www.locus.ufv.br/oai/requestfabiojreis@ufv.bropendoar:21452024-07-12T08:42:54LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)false |
| dc.title.none.fl_str_mv |
Artificial neural networks and medical education |
| title |
Artificial neural networks and medical education |
| spellingShingle |
Artificial neural networks and medical education Siqueira-Batista, Rodrigo Educação Médica Redes neurais artificiais Medicina |
| title_short |
Artificial neural networks and medical education |
| title_full |
Artificial neural networks and medical education |
| title_fullStr |
Artificial neural networks and medical education |
| title_full_unstemmed |
Artificial neural networks and medical education |
| title_sort |
Artificial neural networks and medical education |
| author |
Siqueira-Batista, Rodrigo |
| author_facet |
Siqueira-Batista, Rodrigo Vitorino, Rodrigo Roger Gomes, Andréia Patrícia Oliveira, Alcione de Paiva Ferreira, Ricardo dos Santos Esperidião-Antonio, Vanderson Santana, Luiz Alberto Cerqueira, Fabio Ribeiro |
| author_role |
author |
| author2 |
Vitorino, Rodrigo Roger Gomes, Andréia Patrícia Oliveira, Alcione de Paiva Ferreira, Ricardo dos Santos Esperidião-Antonio, Vanderson Santana, Luiz Alberto Cerqueira, Fabio Ribeiro |
| author2_role |
author author author author author author author |
| dc.contributor.author.fl_str_mv |
Siqueira-Batista, Rodrigo Vitorino, Rodrigo Roger Gomes, Andréia Patrícia Oliveira, Alcione de Paiva Ferreira, Ricardo dos Santos Esperidião-Antonio, Vanderson Santana, Luiz Alberto Cerqueira, Fabio Ribeiro |
| dc.subject.por.fl_str_mv |
Educação Médica Redes neurais artificiais Medicina |
| topic |
Educação Médica Redes neurais artificiais Medicina |
| description |
The transformations that medical practice has undergone in recent years – especially with the incorporation of new information technologies – point to the need to broaden discussions on the teaching-learning process in medical education. The use of new computer technologies in medical education has shown many advantages in the process of acquiring skills in problem solving, which encourages creativity, critical thinking, curiosity and scientific spirit. In this context, it is important to highlight artificial neural networks (ANN) – computer systems with a mathematical structure inspired by the human brain – which proved to be useful in the evaluation process and the acquisition of knowledge among medical students. The purpose of this communication is to review aspects of the application of ANN in medical education. |
| publishDate |
2014 |
| dc.date.none.fl_str_mv |
2014-08-20 2018-02-05T16:34:33Z 2018-02-05T16:34:33Z |
| dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/article |
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article |
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publishedVersion |
| dc.identifier.uri.fl_str_mv |
0100-5502 http://dx.doi.org/10.1590/S0100-55022014000400017 http://www.locus.ufv.br/handle/123456789/17278 |
| identifier_str_mv |
0100-5502 |
| url |
http://dx.doi.org/10.1590/S0100-55022014000400017 http://www.locus.ufv.br/handle/123456789/17278 |
| dc.language.iso.fl_str_mv |
por |
| language |
por |
| dc.relation.none.fl_str_mv |
v. 38, n. 4, p. 557 – 565, out./dez. 2014 |
| dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
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openAccess |
| dc.format.none.fl_str_mv |
pdf application/pdf |
| dc.publisher.none.fl_str_mv |
Revista Brasileira de Educação Médica |
| publisher.none.fl_str_mv |
Revista Brasileira de Educação Médica |
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reponame:LOCUS Repositório Institucional da UFV instname:Universidade Federal de Viçosa (UFV) instacron:UFV |
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Universidade Federal de Viçosa (UFV) |
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UFV |
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UFV |
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LOCUS Repositório Institucional da UFV |
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LOCUS Repositório Institucional da UFV |
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LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV) |
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fabiojreis@ufv.br |
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1822610743505190912 |