Feasibility of late gadolinium enhancement (LGE) in ischemic cardiomyopathy using 2D-multisegment LGE combined with artificial intelligence reconstruction deep learning noise reduction algorithm.

Journal: International journal of cardiology
Published Date: Nov 15, 2021

Abstract

BACKGROUND: Despite the low spatial resolution of 2D-multisegment late gadolinium enhancement (2D-MSLGE) sequences, it may be useful in uncooperative patients instead of standard 2D single segmented inversion recovery gradient echo late gadolinium enhancement sequences (2D-SSLGE). The aim of the study is to assess the feasibility and comparison of 2D-MSLGE reconstructed with artificial intelligence reconstruction deep learning noise reduction (NR) algorithm compared to standard 2D-SSLGE in consecutive patients with ischemic cardiomyopathy (ICM).

Authors

  • Giuseppe Muscogiuri
    Clinical Cardiology Unit and Department of Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy.
  • Chiara Martini
    Diagnostic Department, Azienda Ospedaliera-Universitaria di Parma, Parma, Italy.
  • Marco Gatti
    Department of Surgical Sciences, University of Turin, Turin, Italy.
  • Serena Dell'Aversana
    Department of Advanced Biomedical Sciences, University of Naples "Federico II,", Naples, Italy.
  • Francesca Ricci
    Cardiovascular Tissue Bank-Immunohematology and Transfusion Medicine, University Hospital St. Orsola-Malpighi, Polyclinic of Bologna, Via Massarenti 9, 40138 Bologna, Italy.
  • Marco Guglielmo
    Centro Cardiologico Monzino, IRCCS, Milan, Italy.
  • Andrea Baggiano
    Centro Cardiologico Monzino, IRCCS, Milan, Italy.
  • Laura Fusini
    Department of Cardiovascular Sciences, Centro Cardiologico Monzino, Milan, Italy.
  • Aurora Bracciani
    Institute of Radiology, Department of Medicine, University of Udine, Azienda Sanitaria Universitaria Integrata di Udine, Udine, Italy.
  • Stefano Scafuri
    Division of Interventional Structural Cardiology, Cardiothoracovascular Department, Careggi University Hospital, Florence, Italy.
  • Daniele Andreini
    Division of Cardiology and Cardiac Imaging, IRCCS Ospedale Galeazzi - Sant'Ambrogio Milan, Italy.
  • Saima Mushtaq
    Centro Cardiologico Monzino Scientific Institute for Research, Hospitalisation and Health Care (IRCCS) Milan Italy.
  • Edoardo Conte
    Centro Cardiologico Monzino, IRCCS, Milan, Italy.
  • Paola Gripari
    Centro Cardiologico Monzino, IRCCS, Milan, Italy.
  • Andrea Daniele Annoni
    Centro Cardiologico Monzino, IRCCS, Milan, Italy.
  • Alberto Formenti
    Centro Cardiologico Monzino, IRCCS, Milan, Italy.
  • Maria Elisabetta Mancini
    Centro Cardiologico Monzino, IRCCS, Milan, Italy.
  • Lorenzo Bonfanti
    Centro Cardiologico Monzino, IRCCS, Milan, Italy.
  • Andrea Igoren Guaricci
    University Cardiology Unit, Cardiothoracic Department, Polyclinic University Hospital, Policlinico Bari, piazza Giulio Cesare n.11, 70120 Bari, Italy.
  • Martin A Janich
    GE Healthcare, Munich, Germany.
  • Mark G Rabbat
    Loyola University Medical Center, Maywood, IL, USA.
  • Giulio Pompilio
  • Mauro Pepi
    Clinical Cardiology Unit and Department of Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy.
  • Gianluca Pontone
    Department of Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy.

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