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.
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| Title: | 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. |
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| Authors: | Gaborit B; Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France. benedicte.gaborit@ap-hm.fr.; Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, Chemin des Bourrely, APHM, Hôpital Nord, 13915 Marseille Cedex 20, Marseille, France. benedicte.gaborit@ap-hm.fr., Julla JB; IMMEDIAB Laboratory, Institut Necker Enfants Malades (INEM), CNRS UMR 8253, INSERM U1151, Université Paris Cité, 75015, Paris, France.; Diabetology and Endocrinology Department, Féderation de Diabétologie, Université Paris Cité, Lariboisière Hospital, APHP, 75015, Paris, France., Fournel J; Aix Marseille Univ, CNRS, CRMBM, Marseille, France., Ancel P; Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France., Soghomonian A; Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France.; Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, Chemin des Bourrely, APHM, Hôpital Nord, 13915 Marseille Cedex 20, Marseille, France., Deprade C; Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France.; Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, Chemin des Bourrely, APHM, Hôpital Nord, 13915 Marseille Cedex 20, Marseille, France., Lasbleiz A; Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France.; Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, Chemin des Bourrely, APHM, Hôpital Nord, 13915 Marseille Cedex 20, Marseille, France.; Aix Marseille Univ, CNRS, CRMBM, Marseille, France., Houssays M; Medical Evaluation Department, Assistance-Publique Hôpitaux de Marseille, CIC-CPCET, 13005, Marseille, France., Ghattas B; Aix Marseille School of Economics, Aix Marseille University, CNRS, Marseille, France., Gascon P; Centre Monticelli Paradis, 433 Bis Rue Paradis, 13008, Marseille, France., Righini M; Ophtalmology Department, Assistance-Publique Hôpitaux de Marseille, Aix-Marseille Univ, 13005, Marseille, France., Matonti F; Centre Monticelli Paradis, 433 Bis Rue Paradis, 13008, Marseille, France.; National Center for Scientific Research (CNRS), Timone Neuroscience Institute (INT), Aix Marseille Univ, 13008, Marseille, France., Venteclef N; IMMEDIAB Laboratory, Institut Necker Enfants Malades (INEM), CNRS UMR 8253, INSERM U1151, Université Paris Cité, 75015, Paris, France., Potier L; IMMEDIAB Laboratory, Institut Necker Enfants Malades (INEM), CNRS UMR 8253, INSERM U1151, Université Paris Cité, 75015, Paris, France.; Diabetology and Endocrinology Department, Fédération de Diabétologie, Bichat Hospital, Paris, France., Gautier JF; IMMEDIAB Laboratory, Institut Necker Enfants Malades (INEM), CNRS UMR 8253, INSERM U1151, Université Paris Cité, 75015, Paris, France.; Diabetology and Endocrinology Department, Féderation de Diabétologie, Université Paris Cité, Lariboisière Hospital, APHP, 75015, Paris, France., Resseguier N; Support Unit for Clinical Research and Economic Evaluation, Assistance Publique-Hôpitaux de Marseille, 13385, Marseille, France.; Aix-Marseille Univ, EA 3279 CEReSS-Health Service Research and Quality of Life Center, Marseille, France., Bartoli A; Aix Marseille Univ, CNRS, CRMBM, Marseille, France.; Department of Radiology, Hôpital de la TIMONE, AP-HM, Marseille, France., Mourre F; Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France.; Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, Chemin des Bourrely, APHM, Hôpital Nord, 13915 Marseille Cedex 20, Marseille, France., Darmon P; Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France.; Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, Chemin des Bourrely, APHM, Hôpital Nord, 13915 Marseille Cedex 20, Marseille, France., Jacquier A; Aix Marseille Univ, CNRS, CRMBM, Marseille, France.; Department of Radiology, Hôpital de la TIMONE, AP-HM, Marseille, France., Dutour A; Aix Marseille Univ, INSERM, INRAE, C2VN, Marseille, France.; Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, Chemin des Bourrely, APHM, Hôpital Nord, 13915 Marseille Cedex 20, Marseille, France. |
| Source: | Cardiovascular diabetology [Cardiovasc Diabetol] 2024 Sep 03; Vol. 23 (1), pp. 328. Date of Electronic Publication: 2024 Sep 03. |
| Publication Type: | Journal Article; Multicenter Study; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 101147637 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-2840 (Electronic) Linking ISSN: 14752840 NLM ISO Abbreviation: Cardiovasc Diabetol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1475-2840 |
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| DOI: | 10.1186/s12933-024-02411-y |
