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Automated quantitative tumour response assessment of MRI in neuro-oncology with artificial neural networks: a multicentre, retrospective study.
Kickingereder, Philipp; Isensee, Fabian; Tursunova, Irada; Petersen, Jens; Neuberger, Ulf; Bonekamp, David; Brugnara, Gianluca; Schell, Marianne; Kessler, Tobias; Foltyn, Martha; Harting, Inga; Sahm, Felix; Prager, Marcel; Nowosielski, Martha; Wick, Antje; Nolden, Marco; Radbruch, Alexander; Debus, Jürgen; Schlemmer, Heinz-Peter; Heiland, Sabine; Platten, Michael; von Deimling, Andreas; van den Bent, Martin J; Gorlia, Thierry; Wick, Wolfgang; Bendszus, Martin; Maier-Hein, Klaus H.
Afiliação
  • Kickingereder P; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany. Electronic address: philipp.kickingereder@med.uni-heidelberg.de.
  • Isensee F; Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Tursunova I; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.
  • Petersen J; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany; Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Neuberger U; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.
  • Bonekamp D; Department of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Brugnara G; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.
  • Schell M; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.
  • Kessler T; Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Foltyn M; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.
  • Harting I; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.
  • Sahm F; Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Prager M; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.
  • Nowosielski M; Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany; Department of Neurology, Medical University Innsbruck, Innsbruck, Austria.
  • Wick A; Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany.
  • Nolden M; Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Radbruch A; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany; Department of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Debus J; Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany; Heidelberg Institute of Radiation Oncology, Heidelberg, Germany; Heidelberg Ion-Beam Therapy Center, Heidelberg, Germany.
  • Schlemmer HP; Department of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Heiland S; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.
  • Platten M; Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Neurology, Mannheim Medical Center, University of Heidelberg, Mannheim, Germany.
  • von Deimling A; Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • van den Bent MJ; Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, Netherlands.
  • Gorlia T; European Organisation for Research and Treatment of Cancer, Brussels, Belgium.
  • Wick W; Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Bendszus M; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.
  • Maier-Hein KH; Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Lancet Oncol ; 20(5): 728-740, 2019 05.
Article em En | MEDLINE | ID: mdl-30952559
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Imageamento por Ressonância Magnética / Interpretação de Imagem Assistida por Computador / Diagnóstico por Computador / Redes Neurais de Computação Tipo de estudo: Diagnostic_studies / Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Female / Humans / Male País/Região como assunto: Europa Idioma: En Revista: Lancet Oncol Assunto da revista: NEOPLASIAS Ano de publicação: 2019 Tipo de documento: Article
Texto completo
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Imageamento por Ressonância Magnética / Interpretação de Imagem Assistida por Computador / Diagnóstico por Computador / Redes Neurais de Computação Tipo de estudo: Diagnostic_studies / Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Female / Humans / Male País/Região como assunto: Europa Idioma: En Revista: Lancet Oncol Assunto da revista: NEOPLASIAS Ano de publicação: 2019 Tipo de documento: Article