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Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning.
Aubreville, Marc; Knipfer, Christian; Oetter, Nicolai; Jaremenko, Christian; Rodner, Erik; Denzler, Joachim; Bohr, Christopher; Neumann, Helmut; Stelzle, Florian; Maier, Andreas.
Afiliação
  • Aubreville M; Pattern Recognition Lab, Computer Science, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany. marc.aubreville@fau.de.
  • Knipfer C; Department of Oral and Maxillofacial Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Oetter N; Erlangen Graduate School in Advanced Optical Technologies (SAOT), Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
  • Jaremenko C; Erlangen Graduate School in Advanced Optical Technologies (SAOT), Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
  • Rodner E; Department of Oral and Maxillofacial Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
  • Denzler J; Pattern Recognition Lab, Computer Science, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
  • Bohr C; Computer Vision Group, Friedrich-Schiller-Universität Jena, Jena, Germany.
  • Neumann H; Computer Vision Group, Friedrich-Schiller-Universität Jena, Jena, Germany.
  • Stelzle F; Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
  • Maier A; Erlangen Graduate School in Advanced Optical Technologies (SAOT), Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
Sci Rep ; 7(1): 11979, 2017 09 20.
Article em En | MEDLINE | ID: mdl-28931888
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Processamento de Imagem Assistida por Computador / Neoplasias Bucais / Carcinoma de Células Escamosas / Endoscopia / Automação Laboratorial / Aprendizado Profundo / Microscopia Idioma: En Ano de publicação: 2017 Tipo de documento: Article
Texto completo
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XML
PubMed Links
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Processamento de Imagem Assistida por Computador / Neoplasias Bucais / Carcinoma de Células Escamosas / Endoscopia / Automação Laboratorial / Aprendizado Profundo / Microscopia Idioma: En Ano de publicação: 2017 Tipo de documento: Article