Fully automated epicardial adipose tissue volume quantification with deep learning and relationship with CAC score and micro/macrovascular complications in people living with type 2 diabetes: the multicenter EPIDIAB study.

Journal: Cardiovascular diabetology
PMID: 39227844

Abstract

BACKGROUND: The aim of this study (EPIDIAB) was to assess the relationship between epicardial adipose tissue (EAT) and the micro and macrovascular complications (MVC) of type 2 diabetes (T2D).

Authors

  • Bénédicte Gaborit
    C2VN, INRAE, INSERM, Aix Marseille University, 27, Boulevard Jean Moulin, 13005 Marseille, France.
  • Jean Baptiste Julla
    IMMEDIAB Laboratory, Institut Necker Enfants Malades (INEM), CNRS UMR 8253, INSERM U1151, Université Paris Cité, 75015, Paris, France.
  • Joris Fournel
    CRMBM-UMR CNRS 7339, Aix-Marseille University, 27, Boulevard Jean Moulin, 13005 Marseille, France.
  • Patricia Ancel
    Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France.
  • Astrid Soghomonian
    Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France.
  • Camille Deprade
    Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France.
  • Adèle Lasbleiz
    C2VN, INRAE, INSERM, Aix Marseille University, 27, Boulevard Jean Moulin, 13005 Marseille, France.
  • Marie Houssays
    Medical Evaluation Department, Assistance-Publique Hôpitaux de Marseille, CIC-CPCET, 13005, Marseille, France.
  • Badih Ghattas
    Mathematics Institute of Marseille, Aix-Marseille University, Marseille, France.
  • Pierre Gascon
    Centre Monticelli Paradis, 433 Bis Rue Paradis, 13008, Marseille, France.
  • Maud Righini
    Ophtalmology Department, Assistance-Publique Hôpitaux de Marseille, Aix-Marseille Univ, 13005, Marseille, France.
  • Frédéric Matonti
    Centre Monticelli Paradis, 433 Bis Rue Paradis, 13008, Marseille, France.
  • Nicolas Venteclef
    IMMEDIAB Laboratory, Institut Necker Enfants Malades (INEM), CNRS UMR 8253, INSERM U1151, Université Paris Cité, 75015, Paris, France.
  • Louis Potier
    IMMEDIAB Laboratory, Institut Necker Enfants Malades (INEM), CNRS UMR 8253, INSERM U1151, Université Paris Cité, 75015, Paris, France.
  • Jean François Gautier
    IMMEDIAB Laboratory, Institut Necker Enfants Malades (INEM), CNRS UMR 8253, INSERM U1151, Université Paris Cité, 75015, Paris, France.
  • Noémie Rességuier
    Department of Epidemiology and Health Economics, APHM, Marseille, France.
  • Axel Bartoli
    Department of Radiology, Hôpital de la TIMONE, AP-HM, 13005 Marseille, France.
  • Florian Mourre
    Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France.
  • Patrice Darmon
    Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France.
  • Alexis Jacquier
    Department of Radiology, Hôpital de la TIMONE, AP-HM, 13005 Marseille, France.
  • Anne Dutour
    C2VN, INRAE, INSERM, Aix Marseille University, 27, Boulevard Jean Moulin, 13005 Marseille, France.

Keywords

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