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Exploiting the potential of unlabeled endoscopic video data with self-supervised learning.
Ross, Tobias; Zimmerer, David; Vemuri, Anant; Isensee, Fabian; Wiesenfarth, Manuel; Bodenstedt, Sebastian; Both, Fabian; Kessler, Philip; Wagner, Martin; Müller, Beat; Kenngott, Hannes; Speidel, Stefanie; Kopp-Schneider, Annette; Maier-Hein, Klaus; Maier-Hein, Lena.
Afiliação
  • Ross T; Computer Assisted Medical Interventions, German Cancer Research Center, Im Neuenheimer Feld 581, 69210, Heidelberg, Germany. t.ross@dkfz-heidelberg.de.
  • Zimmerer D; Medical Image Computing, German Cancer Research Center, Im Neuenheimer Feld 581, 69210, Heidelberg, Germany.
  • Vemuri A; Computer Assisted Medical Interventions, German Cancer Research Center, Im Neuenheimer Feld 581, 69210, Heidelberg, Germany.
  • Isensee F; Medical Image Computing, German Cancer Research Center, Im Neuenheimer Feld 581, 69210, Heidelberg, Germany.
  • Wiesenfarth M; Division of Biostatistics, German Cancer Research Center, Im Neuenheimer Feld 581, 69210, Heidelberg, Germany.
  • Bodenstedt S; Translational Surgical Oncology, National Center for Tumor Diseases (NCT), Fetscherstrasse 74, 01307, Dresden, Germany.
  • Both F; understand.ai, Hirschstr. 71, 76133, Karlsruhe, Germany.
  • Kessler P; understand.ai, Hirschstr. 71, 76133, Karlsruhe, Germany.
  • Wagner M; Department of General, Visceral and Transplant Surgery, University of Heidelberg, Im Neuenheimer Feld 110, 69210, Heidelberg, Germany.
  • Müller B; Department of General, Visceral and Transplant Surgery, University of Heidelberg, Im Neuenheimer Feld 110, 69210, Heidelberg, Germany.
  • Kenngott H; Department of General, Visceral and Transplant Surgery, University of Heidelberg, Im Neuenheimer Feld 110, 69210, Heidelberg, Germany.
  • Speidel S; Translational Surgical Oncology, National Center for Tumor Diseases (NCT), Fetscherstrasse 74, 01307, Dresden, Germany.
  • Kopp-Schneider A; Division of Biostatistics, German Cancer Research Center, Im Neuenheimer Feld 581, 69210, Heidelberg, Germany.
  • Maier-Hein K; Medical Image Computing, German Cancer Research Center, Im Neuenheimer Feld 581, 69210, Heidelberg, Germany.
  • Maier-Hein L; Computer Assisted Medical Interventions, German Cancer Research Center, Im Neuenheimer Feld 581, 69210, Heidelberg, Germany.
Int J Comput Assist Radiol Surg ; 13(6): 925-933, 2018 Jun.
Article em En | MEDLINE | ID: mdl-29704196
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Gravação em Vídeo / Algoritmos / Redes Neurais de Computação / Endoscopia / Aprendizado de Máquina Supervisionado Tipo de estudo: Guideline Limite: Humans Idioma: En Ano de publicação: 2018 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Gravação em Vídeo / Algoritmos / Redes Neurais de Computação / Endoscopia / Aprendizado de Máquina Supervisionado Tipo de estudo: Guideline Limite: Humans Idioma: En Ano de publicação: 2018 Tipo de documento: Article