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A multicenter evaluation of a deep learning software (LungQuant) for lung parenchyma characterization in COVID-19 pneumonia.
Scapicchio, Camilla; Chincarini, Andrea; Ballante, Elena; Berta, Luca; Bicci, Eleonora; Bortolotto, Chandra; Brero, Francesca; Cabini, Raffaella Fiamma; Cristofalo, Giuseppe; Fanni, Salvatore Claudio; Fantacci, Maria Evelina; Figini, Silvia; Galia, Massimo; Gemma, Pietro; Grassedonio, Emanuele; Lascialfari, Alessandro; Lenardi, Cristina; Lionetti, Alice; Lizzi, Francesca; Marrale, Maurizio; Midiri, Massimo; Nardi, Cosimo; Oliva, Piernicola; Perillo, Noemi; Postuma, Ian; Preda, Lorenzo; Rastrelli, Vieri; Rizzetto, Francesco; Spina, Nicola; Talamonti, Cinzia; Torresin, Alberto; Vanzulli, Angelo; Volpi, Federica; Neri, Emanuele; Retico, Alessandra.
Affiliation
  • Scapicchio C; Physics Department, University of Pisa, Pisa, Italy. camilla.scapicchio@phd.unipi.it.
  • Chincarini A; Pisa Division, National Institute for Nuclear Physics, Pisa, Italy. camilla.scapicchio@phd.unipi.it.
  • Ballante E; Genova Division, National Institute for Nuclear Physics, Genova, Italy.
  • Berta L; Department of Political and Social Sciences, University of Pavia, Pavia, Italy.
  • Bicci E; Pavia Division, National Institute for Nuclear Physics, Pavia, Italy.
  • Bortolotto C; Department of Medical Physics, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.
  • Brero F; Milano Division, National Institute for Nuclear Physics, Milan, Italy.
  • Cabini RF; Department of Experimental and Clinical Biomedical Sciences, Radiodiagnostic Unit n. 2, University of Florence-Azienda Ospedaliero-Universitaria Careggi, Florence, Italy.
  • Cristofalo G; Unit of Imaging and Radiotherapy, Department of Clinical-Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy.
  • Fanni SC; Institute of Radiology, Department of Diagnostic and Imaging Services, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.
  • Fantacci ME; Pavia Division, National Institute for Nuclear Physics, Pavia, Italy.
  • Figini S; Pavia Division, National Institute for Nuclear Physics, Pavia, Italy.
  • Galia M; Department of Mathematics, University of Pavia, Pavia, Italy.
  • Gemma P; Department of Biomedicine, Neuroscience and Advanced Diagnostic (BiND), University of Palermo, Palermo, Italy.
  • Grassedonio E; Department of Translational Research, Academic Radiology, University of Pisa, Pisa, Italy.
  • Lascialfari A; Physics Department, University of Pisa, Pisa, Italy.
  • Lenardi C; Pisa Division, National Institute for Nuclear Physics, Pisa, Italy.
  • Lionetti A; Department of Political and Social Sciences, University of Pavia, Pavia, Italy.
  • Lizzi F; Pavia Division, National Institute for Nuclear Physics, Pavia, Italy.
  • Marrale M; Department of Biomedicine, Neuroscience and Advanced Diagnostic (BiND), University of Palermo, Palermo, Italy.
  • Midiri M; Post-graduate School in Radiodiagnostics, University of Milan, Milan, Italy.
  • Nardi C; Department of Biomedicine, Neuroscience and Advanced Diagnostic (BiND), University of Palermo, Palermo, Italy.
  • Oliva P; Pavia Division, National Institute for Nuclear Physics, Pavia, Italy.
  • Perillo N; Milano Division, National Institute for Nuclear Physics, Milan, Italy.
  • Postuma I; Department of Physics "Aldo Pontremoli", University of Milan, Milan, Italy.
  • Preda L; Unit of Imaging and Radiotherapy, Department of Clinical-Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy.
  • Rastrelli V; Physics Department, University of Pisa, Pisa, Italy.
  • Rizzetto F; Pisa Division, National Institute for Nuclear Physics, Pisa, Italy.
  • Spina N; Department of Physics and Chemistry "Emilio Segrè", University of Palermo, Palermo, Italy.
  • Talamonti C; Catania Division, National Institute for Nuclear Physics, Catania, Italy.
  • Torresin A; Department of Biomedicine, Neuroscience and Advanced Diagnostic (BiND), University of Palermo, Palermo, Italy.
  • Vanzulli A; Department of Experimental and Clinical Biomedical Sciences, Radiodiagnostic Unit n. 2, University of Florence-Azienda Ospedaliero-Universitaria Careggi, Florence, Italy.
  • Volpi F; Cagliari Division, National Institute for Nuclear Physics, Monserrato, Cagliari, Italy.
  • Neri E; Department of Chemical, Physical, Mathematical and Natural Sciences, University of Sassari, Sassari, Italy.
  • Retico A; Post-graduate School in Radiodiagnostics, University of Milan, Milan, Italy.
Eur Radiol Exp ; 7(1): 18, 2023 04 10.
Article in En | MEDLINE | ID: mdl-37032383
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pneumonia / Deep Learning / COVID-19 Type of study: Clinical_trials / Prognostic_studies / Qualitative_research Limits: Humans Language: En Journal: Eur Radiol Exp Year: 2023 Type: Article Affiliation country: Italy
Fulltext
Print
XML
PubMed Links
Search on Google

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pneumonia / Deep Learning / COVID-19 Type of study: Clinical_trials / Prognostic_studies / Qualitative_research Limits: Humans Language: En Journal: Eur Radiol Exp Year: 2023 Type: Article Affiliation country: Italy