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Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists.
Haenssle, H A; Fink, C; Schneiderbauer, R; Toberer, F; Buhl, T; Blum, A; Kalloo, A; Hassen, A Ben Hadj; Thomas, L; Enk, A; Uhlmann, L; Alt, Christina; Arenbergerova, Monika; Bakos, Renato; Baltzer, Anne; Bertlich, Ines; Blum, Andreas; Bokor-Billmann, Therezia; Bowling, Jonathan; Braghiroli, Naira; Braun, Ralph; Buder-Bakhaya, Kristina; Buhl, Timo; Cabo, Horacio; Cabrijan, Leo; Cevic, Naciye; Classen, Anna; Deltgen, David; Fink, Christine; Georgieva, Ivelina; Hakim-Meibodi, Lara-Elena; Hanner, Susanne; Hartmann, Franziska; Hartmann, Julia; Haus, Georg; Hoxha, Elti; Karls, Raimonds; Koga, Hiroshi; Kreusch, Jürgen; Lallas, Aimilios; Majenka, Pawel; Marghoob, Ash; Massone, Cesare; Mekokishvili, Lali; Mestel, Dominik; Meyer, Volker; Neuberger, Anna; Nielsen, Kari; Oliviero, Margaret; Pampena, Riccardo.
Afiliação
  • Haenssle HA; Department of Dermatology, University of Heidelberg, Heidelberg, Germany. Electronic address: Holger.Haenssle@med.uni-heidelberg.de.
  • Fink C; Department of Dermatology, University of Heidelberg, Heidelberg, Germany.
  • Schneiderbauer R; Department of Dermatology, University of Heidelberg, Heidelberg, Germany.
  • Toberer F; Department of Dermatology, University of Heidelberg, Heidelberg, Germany.
  • Buhl T; Department of Dermatology, University of Göttingen, Göttingen, Germany.
  • Blum A; Office Based Clinic of Dermatology, Konstanz, Germany.
  • Kalloo A; Dermatology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.
  • Hassen ABH; Faculty of Computer Science and Mathematics, University of Passau, Passau, Germany.
  • Thomas L; Department of Dermatology, Lyons Cancer Research Center, Lyon 1 University, Lyon, France.
  • Enk A; Department of Dermatology, University of Heidelberg, Heidelberg, Germany.
  • Uhlmann L; Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany.
Ann Oncol ; 29(8): 1836-1842, 2018 08 01.
Article em En | MEDLINE | ID: mdl-29846502
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Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Neoplasias Cutâneas / Processamento de Imagem Assistida por Computador / Dermatologistas / Aprendizado Profundo / Melanoma Tipo de estudo: Diagnostic_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Ann Oncol Assunto da revista: NEOPLASIAS Ano de publicação: 2018 Tipo de documento: Article
Texto completo
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XML
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Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Neoplasias Cutâneas / Processamento de Imagem Assistida por Computador / Dermatologistas / Aprendizado Profundo / Melanoma Tipo de estudo: Diagnostic_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Ann Oncol Assunto da revista: NEOPLASIAS Ano de publicação: 2018 Tipo de documento: Article