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Man against machine reloaded: performance of a market-approved convolutional neural network in classifying a broad spectrum of skin lesions in comparison with 96 dermatologists working under less artificial conditions.
Haenssle, H A; Fink, C; Toberer, F; Winkler, J; Stolz, W; Deinlein, T; Hofmann-Wellenhof, R; Lallas, A; Emmert, S; Buhl, T; Zutt, M; Blum, A; Abassi, M S; Thomas, L; Tromme, I; Tschandl, P; Enk, A; Rosenberger, A.
Afiliación
  • 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.
  • Toberer F; Department of Dermatology, University of Heidelberg, Heidelberg, Germany.
  • Winkler J; Department of Dermatology, University of Heidelberg, Heidelberg, Germany.
  • Stolz W; Department of Dermatology, Allergology and Environmental Medicine II, Munich, Germany.
  • Deinlein T; Department of Dermatology and Venerology, Medical University of Graz, Graz, Austria.
  • Hofmann-Wellenhof R; Department of Dermatology and Venerology, Medical University of Graz, Graz, Austria.
  • Lallas A; First Department of Dermatology, Aristotle University, Thessaloniki, Greece.
  • Emmert S; Department of Dermatology, University of Rostock, Rostock, Germany.
  • Buhl T; Department of Dermatology, University of Göttingen, Göttingen, Germany.
  • Zutt M; Department of Dermatology and Allergology, Klinikum Bremen-Mitte, Bremen, Germany.
  • Blum A; Office Based Clinic of Dermatology, Konstanz, Germany.
  • Abassi MS; 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.
  • Tromme I; Department of Dermatology, Université Catholique de Louvain, St Luc University Hospital, Brussels, Belgium.
  • Tschandl P; Department of Dermatology, Medical University of Vienna, Vienna, Austria.
  • Enk A; Department of Dermatology, University of Heidelberg, Heidelberg, Germany.
  • Rosenberger A; Department of Genetic Epidemiology, University of Goettingen, Goettingen, Germany.
Ann Oncol ; 31(1): 137-143, 2020 01.
Article en En | MEDLINE | ID: mdl-31912788
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Neoplasias Cutáneas / Melanoma Tipo de estudio: Prognostic_studies Límite: Humans / Male País/Región como asunto: Europa Idioma: En Revista: Ann Oncol Asunto de la revista: NEOPLASIAS Año: 2020 Tipo del documento: Article
Texto completo
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Neoplasias Cutáneas / Melanoma Tipo de estudio: Prognostic_studies Límite: Humans / Male País/Región como asunto: Europa Idioma: En Revista: Ann Oncol Asunto de la revista: NEOPLASIAS Año: 2020 Tipo del documento: Article