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Detection of diabetes from whole-body MRI using deep learning.
Dietz, Benedikt; Machann, Jürgen; Agrawal, Vaibhav; Heni, Martin; Schwab, Patrick; Dienes, Julia; Reichert, Steffen; Birkenfeld, Andreas L; Häring, Hans-Ulrich; Schick, Fritz; Stefan, Norbert; Fritsche, Andreas; Preissl, Hubert; Schölkopf, Bernhard; Bauer, Stefan; Wagner, Robert.
Afiliação
  • Dietz B; Department of Computer Science, ETH Zürich, Zürich, Switzerland.
  • Machann J; Department of Radiology, Section on Experimental Radiology, Eberhard-Karls University Tübingen, Tübingen, Germany.
  • Agrawal V; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, University of Tübingen, Tübingen, Germany.
  • Heni M; German Center for Diabetes Research, Neuherberg, Germany.
  • Schwab P; Werner Siemens Imaging Center, Tübingen, Germany.
  • Dienes J; Max Planck Institute for Intelligent Systems, Department of Empirical Inference, Tübingen, Germany.
  • Reichert S; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, University of Tübingen, Tübingen, Germany.
  • Birkenfeld AL; German Center for Diabetes Research, Neuherberg, Germany.
  • Häring HU; Department for Diagnostic Laboratory Medicine, Institute for Clinical Chemistry and Pathobiochemistry, University Hospital Tübingen, Tübingen, Germany.
  • Schick F; Department of Internal Medicine, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University Tübingen, Tübingen, Germany.
  • Stefan N; Institute of Robotics and Intelligent Systems, ETH Zürich, Zürich, Switzerland.
  • Fritsche A; Department of Gynecology and Obstetrics, University Hospital Tübingen, Tübingen, Germany.
  • Preissl H; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, University of Tübingen, Tübingen, Germany.
  • Schölkopf B; German Center for Diabetes Research, Neuherberg, Germany.
  • Bauer S; Department of Internal Medicine, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University Tübingen, Tübingen, Germany.
  • Wagner R; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, University of Tübingen, Tübingen, Germany.
JCI Insight ; 6(21)2021 11 08.
Article em En | MEDLINE | ID: mdl-34591793
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Imageamento por Ressonância Magnética / Diabetes Mellitus Tipo 2 / Aprendizado de Máquina / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Adult / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article
Texto completo
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PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Imageamento por Ressonância Magnética / Diabetes Mellitus Tipo 2 / Aprendizado de Máquina / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Adult / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article