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A multicenter evaluation of a deep learning software (LungQuant) for lung parenchyma characterization in COVID-19 pneumonia.

Apr 10, 2023

REFERENCES & ADDITIONAL READING

PubMed

ABOUT THE EXPERTS

  • Camilla Scapicchio

    Physics Department, University of Pisa, Pisa, Italy. camilla.scapicchio@phd.unipi.it.

    Pisa Division, National Institute for Nuclear Physics, Pisa, Italy. camilla.scapicchio@phd.unipi.it.

    Andrea Chincarini

    Genova Division, National Institute for Nuclear Physics, Genova, Italy.

    Elena Ballante

    Department of Political and Social Sciences, University of Pavia, Pavia, Italy.

    Pavia Division, National Institute for Nuclear Physics, Pavia, Italy.

    Luca Berta

    Department of Medical Physics, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.

    Milano Division, National Institute for Nuclear Physics, Milan, Italy.

    Eleonora Bicci

    Department of Experimental and Clinical Biomedical Sciences, Radiodiagnostic Unit n. 2, University of Florence-Azienda Ospedaliero-Universitaria Careggi, Florence, Italy.

    Chandra Bortolotto

    Unit of Imaging and Radiotherapy, Department of Clinical-Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy.

    Institute of Radiology, Department of Diagnostic and Imaging Services, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.

    Francesca Brero

    Pavia Division, National Institute for Nuclear Physics, Pavia, Italy.

    Raffaella Fiamma Cabini

    Pavia Division, National Institute for Nuclear Physics, Pavia, Italy.

    Department of Mathematics, University of Pavia, Pavia, Italy.

    Giuseppe Cristofalo

    Department of Biomedicine, Neuroscience and Advanced Diagnostic (BiND), University of Palermo, Palermo, Italy.

    Salvatore Claudio Fanni

    Department of Translational Research, Academic Radiology, University of Pisa, Pisa, Italy.

    Maria Evelina Fantacci

    Physics Department, University of Pisa, Pisa, Italy.

    Pisa Division, National Institute for Nuclear Physics, Pisa, Italy.

    Silvia Figini

    Department of Political and Social Sciences, University of Pavia, Pavia, Italy.

    Pavia Division, National Institute for Nuclear Physics, Pavia, Italy.

    Massimo Galia

    Department of Biomedicine, Neuroscience and Advanced Diagnostic (BiND), University of Palermo, Palermo, Italy.

    Pietro Gemma

    Post-graduate School in Radiodiagnostics, University of Milan, Milan, Italy.

    Emanuele Grassedonio

    Department of Biomedicine, Neuroscience and Advanced Diagnostic (BiND), University of Palermo, Palermo, Italy.

    Alessandro Lascialfari

    Pavia Division, National Institute for Nuclear Physics, Pavia, Italy.

    Cristina Lenardi

    Milano Division, National Institute for Nuclear Physics, Milan, Italy.

    Department of Physics “Aldo Pontremoli”, University of Milan, Milan, Italy.

    Alice Lionetti

    Unit of Imaging and Radiotherapy, Department of Clinical-Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy.

    Francesca Lizzi

    Physics Department, University of Pisa, Pisa, Italy.

    Pisa Division, National Institute for Nuclear Physics, Pisa, Italy.

    Maurizio Marrale

    Department of Physics and Chemistry “Emilio Segrè”, University of Palermo, Palermo, Italy.

    Catania Division, National Institute for Nuclear Physics, Catania, Italy.

    Massimo Midiri

    Department of Biomedicine, Neuroscience and Advanced Diagnostic (BiND), University of Palermo, Palermo, Italy.

    Cosimo Nardi

    Department of Experimental and Clinical Biomedical Sciences, Radiodiagnostic Unit n. 2, University of Florence-Azienda Ospedaliero-Universitaria Careggi, Florence, Italy.

    Piernicola Oliva

    Cagliari Division, National Institute for Nuclear Physics, Monserrato, Cagliari, Italy.

    Department of Chemical, Physical, Mathematical and Natural Sciences, University of Sassari, Sassari, Italy.

    Noemi Perillo

    Post-graduate School in Radiodiagnostics, University of Milan, Milan, Italy.

    Ian Postuma

    Pavia Division, National Institute for Nuclear Physics, Pavia, Italy.

    Lorenzo Preda

    Unit of Imaging and Radiotherapy, Department of Clinical-Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy.

    Institute of Radiology, Department of Diagnostic and Imaging Services, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.

    Vieri Rastrelli

    Department of Experimental and Clinical Biomedical Sciences, Radiodiagnostic Unit n. 2, University of Florence-Azienda Ospedaliero-Universitaria Careggi, Florence, Italy.

    Francesco Rizzetto

    Department of Radiology, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.

    Postgraduate School of Diagnostic and Interventional Radiology, University of Milan, Milan, Italy.

    Nicola Spina

    Department of Translational Research, Academic Radiology, University of Pisa, Pisa, Italy.

    Cinzia Talamonti

    Department Biomedical Experimental and Clinical Science “Mario Serio”, University of Florence, Florence, Italy.

    Florence Division, National Institute for Nuclear Physics, Sesto Fiorentino, Firenze, Italy.

    Alberto Torresin

    Department of Medical Physics, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.

    Milano Division, National Institute for Nuclear Physics, Milan, Italy.

    Department of Physics “Aldo Pontremoli”, University of Milan, Milan, Italy.

    Angelo Vanzulli

    Department of Medical Physics, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.

    Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.

    Federica Volpi

    Department of Translational Research, Academic Radiology, University of Pisa, Pisa, Italy.

    Emanuele Neri

    Department of Translational Research, Academic Radiology, University of Pisa, Pisa, Italy.

    Italian Society of Medical and Interventional Radiology, SIRM Foundation, Milan, Italy.

    Alessandra Retico

    Pisa Division, National Institute for Nuclear Physics, Pisa, Italy.

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