Deep Learning-based Quantification of Epicardial Adipose Tissue Volume in Stress CMR Predicts Major Adverse Cardiovascular Events in Patients with Known or Suspected Coronary Artery Disease

• Marco Guglielmo, MD,
• Marco Penso,
• Maria Ludovica Carerj, MD,
• Carlo maria Giacari, MD,
• Alessandra Volpe, MD,
• Laura Fusini, MD, MSc,
• Andrea Baggiano, MD,
• Saima Mushtaq, MD,
• Andrea Annoni, MD,
• Francesco Cannata, MD,
• Francesco Cilia,
• Alberico Del Torto, MD,
• Fabio Fazzari, MD,
• Alberto Formenti,
• Antonio Frappampina,
• Paola Gripari,
• Daniele Junod,
• Maria Mancini, MD,
• Valentina Mantegazzaa,
• Riccardo Maragna, MD,
• Francesca Marchetti, MD,
• Giorgio mastroiacovo,
• Sergio Pirola,
• Luigi Tassetti, MD,
• Francesca Baessato,
• Valentina Corino,
• Andrea Guaricci, MD, PhD,
• Alexia Rossi,
• Chiara Rovera,
• Ivo van der Bilt, MD, PhD,
• Pim van der Harst,
• Marianna Fontana, MD, PhD,
• Enrico Gianluca Caiani,
• Mauro Pepi,
• Gianluca Pontone

Affiliations

Marco Guglielmo, MD

University Medical Center Utrecht

Marco Penso

cIstituto Auxologico Italiano IRCCS, San Luca Hospital

Maria Ludovica Carerj, MD

Centro Cardiologico Monzino

Carlo maria Giacari, MD

Centro Cardiologico Monzino

Alessandra Volpe, MD

Centro Cardiologico Monzino IRCCS

Laura Fusini, MD, MSc

Centro Cardiologico Monzino IRCCS

Andrea Baggiano, MD

Centro Cardiologico Monzino IRCCS

Saima Mushtaq, MD

Centro Cardiologico Monzino IRCCS

Andrea Annoni, MD

Centro Cardiologico Monzino IRCCS

Francesco Cannata, MD

Centro Cardiologico Monzino IRCCS

Francesco Cilia

Centro Cardiologico Monzino

Alberico Del Torto, MD

Centro Cardiologico Monzino IRCCS

Fabio Fazzari, MD

Centro Cardiologico Monzino IRCCS

Alberto Formenti

Centro Cardiologico Monzino

Antonio Frappampina

Centro Cardiologico Monzino

Paola Gripari

Centro Cardiologico Monzino

Daniele Junod

Centro Cardiologico Monzino

Maria Mancini, MD

Centro Cardiologico Monzino IRCCS

Valentina Mantegazzaa

Centro Cardiologico Monzino

Riccardo Maragna, MD

Centro Cardiologico Monzino IRCCS

Francesca Marchetti, MD

Centro Cardiologico Monzino IRCCS

Giorgio mastroiacovo

Centro Cardiologico Monzino

Sergio Pirola

Centro Cardiologico Monzino

Luigi Tassetti, MD

Centro Cardiologico Monzino IRCCS

Francesca Baessato

Centro Cardiologico Monzino

Valentina Corino

Centro Cardiologico Monzino

Andrea Guaricci, MD, PhD

University of Bari Aldo Moro

Alexia Rossi

Department of Nuclear Medicine, University Hospital, Zurich,

Chiara Rovera

Ospedale di Chivasso, Turin, Italy

Ivo van der Bilt, MD, PhD

Haga Teaching Hospital

Pim van der Harst

University Medical Center Utrecht

Marianna Fontana, MD, PhD

Royal Free London NHS Foundation Trust

Enrico Gianluca Caiani

Department of Electronics, Information and Biomedical Engineering, Politecnico di Milano

Mauro Pepi

Centro Cardiologico Monzino

Gianluca Pontone

Centro Cardiologico Monzino