Attenuation correction using 3D deep convolutional neural network for brain ¹⁸F-FDG PET/MR: Comparison with Atlas, ZTE and CT based attenuation correction

• Paul Blanc-Durand ,

  Roles Conceptualization, Data curation, Methodology, Project administration, Resources, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: paul.blancdurand@aphp.fr

  Affiliation Nuclear Medicine Department, Groupe Hospitalier Pitié-Salpêtrière C. Foix, APHP, Paris, France

  http://orcid.org/0000-0003-1197-2879

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• Maya Khalife,

  Roles Conceptualization, Data curation, Methodology, Supervision, Writing – review & editing

  Affiliation Centre de Neuroimagerie de Recherche (CENIR), Institut du Cerveau et de la Moëlle, Paris, France

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• Brian Sgard,

  Roles Data curation

  Affiliation Nuclear Medicine Department, Groupe Hospitalier Pitié-Salpêtrière C. Foix, APHP, Paris, France

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• Sandeep Kaushik,

  Roles Formal analysis, Software

  Affiliation GE Healthcare, Bangalore, India

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• Marine Soret,

  Roles Resources

  Affiliation Nuclear Medicine Department, Groupe Hospitalier Pitié-Salpêtrière C. Foix, APHP, Paris, France

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• Amal Tiss,

  Roles Writing – review & editing

  Affiliation Gordon Center for Medical Imaging, Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America

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• Georges El Fakhri,

  Roles Writing – review & editing

  Affiliation Gordon Center for Medical Imaging, Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America

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• Marie-Odile Habert,

  Roles Methodology, Writing – review & editing

  Affiliations Nuclear Medicine Department, Groupe Hospitalier Pitié-Salpêtrière C. Foix, APHP, Paris, France, Laboratoire d’Imagerie Biomédicale, Sorbonne Université, Paris, France

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• Florian Wiesinger,

  Roles Writing – review & editing

  Affiliation GE Healthcare, Munich, Germany

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• Aurélie Kas

  Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliations Nuclear Medicine Department, Groupe Hospitalier Pitié-Salpêtrière C. Foix, APHP, Paris, France, Laboratoire d’Imagerie Biomédicale, Sorbonne Université, Paris, France

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