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AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study.
Soda, Paolo; D'Amico, Natascha Claudia; Tessadori, Jacopo; Valbusa, Giovanni; Guarrasi, Valerio; Bortolotto, Chandra; Akbar, Muhammad Usman; Sicilia, Rosa; Cordelli, Ermanno; Fazzini, Deborah; Cellina, Michaela; Oliva, Giancarlo; Callea, Giovanni; Panella, Silvia; Cariati, Maurizio; Cozzi, Diletta; Miele, Vittorio; Stellato, Elvira; Carrafiello, Gianpaolo; Castorani, Giulia; Simeone, Annalisa; Preda, Lorenzo; Iannello, Giulio; Del Bue, Alessio; Tedoldi, Fabio; Alí, Marco; Sona, Diego; Papa, Sergio.
Afiliación
  • Soda P; Unit of Computer Systems and Bioinformatics, Department of Engineering, University Campus Bio-Medico of Rome, Via Alvaro del Portillo 21, Rome 00128, Italy. Electronic address: p.soda@unicampus.it.
  • D'Amico NC; Unit of Computer Systems and Bioinformatics, Department of Engineering, University Campus Bio-Medico of Rome, Via Alvaro del Portillo 21, Rome 00128, Italy; Department of Diagnostic Imaging and Stereotactic Radiosurgey, Centro Diagnostico Italiano S.p.A., Via S. Saint Bon 20, Milan 20147, Italy.
  • Tessadori J; Pattern Analysis and Computer Vision, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy.
  • Valbusa G; Bracco Imaging S.p.A., Via Caduti di Marcinelle 13, Milan 20134, Italy.
  • Guarrasi V; Unit of Computer Systems and Bioinformatics, Department of Engineering, University Campus Bio-Medico of Rome, Via Alvaro del Portillo 21, Rome 00128, Italy; Department of Computer, Control, and Management Engineering, Sapienza University of Rome, Via Ariosto, 25, Rome 00185, Italy.
  • Bortolotto C; Radiology Institute, Fondazione IRCCS Policlinico San Matteo, Viale Golgi 19, Pavia 27100, Italy.
  • Akbar MU; Pattern Analysis and Computer Vision, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy; Department of Naval, Electrical, Electronic and Telecommunications Engineering University of Genova, Via All'Opera Pia 11 A, Genoa 16145, Italy.
  • Sicilia R; Unit of Computer Systems and Bioinformatics, Department of Engineering, University Campus Bio-Medico of Rome, Via Alvaro del Portillo 21, Rome 00128, Italy.
  • Cordelli E; Unit of Computer Systems and Bioinformatics, Department of Engineering, University Campus Bio-Medico of Rome, Via Alvaro del Portillo 21, Rome 00128, Italy.
  • Fazzini D; Department of Diagnostic Imaging and Stereotactic Radiosurgey, Centro Diagnostico Italiano S.p.A., Via S. Saint Bon 20, Milan 20147, Italy.
  • Cellina M; Radiology Department, ASST Fatebenefratelli Sacco, Piazza Principessa Clotilde 3, Milan 20121, Italy.
  • Oliva G; Radiology Department, ASST Fatebenefratelli Sacco, Piazza Principessa Clotilde 3, Milan 20121, Italy.
  • Callea G; Radiology Institute, Fondazione IRCCS Policlinico San Matteo, Viale Golgi 19, Pavia 27100, Italy.
  • Panella S; Diagnostic and interventional radiology unit, ASST Santi Paolo e Carlo - San Paolo Hospital, Via Antonio di Rudiní 8, Milan 20142, Italy.
  • Cariati M; Department of Advanced Diagnostic Technologies - Therapeutic, Diagnostic and Radiology Units, ASST Santi Paolo e Carlo - San Paolo Hospital, Via Antonio di Rudiní 8, Milan 20142, Italy.
  • Cozzi D; Department of Emergency Radiology, Careggi University Hospital, Largo Piero Palagi 1, Florence 50139, Italy.
  • Miele V; Department of Emergency Radiology, Careggi University Hospital, Largo Piero Palagi 1, Florence 50139, Italy.
  • Stellato E; Postgraduation School in Radiodiagnostics, Universitá degli Studi di Milano, Via Festa del Perdono, 7, Milan 20122, Italy.
  • Carrafiello G; Operative Unit of Radiology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico of Milan, Via della Commenda, 10, Milan 20122, Italy; Department of Health Sciences, Univeristy of Milan, Via Festa del Perdono, 7, Milan 20122, Italy.
  • Castorani G; Diagnostic Imaging, Postgraduate Medical School, University of Foggia, Via Antonio Gramsci 89, Foggia 71122, Italy.
  • Simeone A; Department of Diagnostic Imaging, IRCCS Ospedale Casa Sollievo della Sofferenza, Viale Cappuccini 1, San Giovanni Rotondo 71013, Italy.
  • Preda L; Radiology Institute, Fondazione IRCCS Policlinico San Matteo, Viale Golgi 19, Pavia 27100, Italy; Radiology Unit, Department of Clinical, Surgical, Diagnostic, and Pediatric Sciences, University of Pavia, Corso Str. Nuova, 65, Pavia 27100 Italy.
  • Iannello G; Unit of Computer Systems and Bioinformatics, Department of Engineering, University Campus Bio-Medico of Rome, Via Alvaro del Portillo 21, Rome 00128, Italy.
  • Del Bue A; Pattern Analysis and Computer Vision, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy.
  • Tedoldi F; Bracco Imaging S.p.A., Via Caduti di Marcinelle 13, Milan 20134, Italy.
  • Alí M; Department of Diagnostic Imaging and Stereotactic Radiosurgey, Centro Diagnostico Italiano S.p.A., Via S. Saint Bon 20, Milan 20147, Italy; Bracco Imaging S.p.A., Via Caduti di Marcinelle 13, Milan 20134, Italy.
  • Sona D; Pattern Analysis and Computer Vision, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy; Fondazione Bruno Kessler, Via Sommarive, 18, Trento 38123, Italy.
  • Papa S; Department of Diagnostic Imaging and Stereotactic Radiosurgey, Centro Diagnostico Italiano S.p.A., Via S. Saint Bon 20, Milan 20147, Italy.
Med Image Anal ; 74: 102216, 2021 12.
Article en En | MEDLINE | ID: mdl-34492574
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: COVID-19 Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Límite: Humans País/Región como asunto: Europa Idioma: En Revista: Med Image Anal Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2021 Tipo del documento: Article
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: COVID-19 Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Límite: Humans País/Región como asunto: Europa Idioma: En Revista: Med Image Anal Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2021 Tipo del documento: Article