Upgrade Rate of Percutaneously Diagnosed Pure Atypical Ductal Hyperplasia: Systematic Review and Meta-Analysis of 6458 Lesions von Schiaffino, Simone, Calabrese, Massimo, Melani, Enrico Francesco, Trimboli, Rubina Manuela, Cozzi, Andrea, Carbonaro, Luca Alessandro, Di Leo, Giovanni, Sardanelli, Francesco

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Technique, protocols and adverse reactions for contrast-enhanced spectral mammography (CESM): a systematic review von Zanardo, Moreno, Cozzi, Andrea, Trimboli, Rubina Manuela, Labaj, Olgerta, Monti, Caterina Beatrice, Schiaffino, Simone, Carbonaro, Luca Alessandro, Sardanelli, Francesco

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Focal Liver Lesions in Budd-Chiari Syndrome: Spectrum of Imaging Findings von Rizzetto, Francesco, Rutanni, Davide, Carbonaro, Luca Alessandro, Vanzulli, Angelo

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Clinical Breast MR Using MRS or DWI: Who Is the Winner? von Sardanelli, Francesco, Carbonaro, Luca Alessandro, Montemezzi, Stefania, Cavedon, Carlo, Trimboli, Rubina Manuela

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Chest x-ray severity score in COVID-19 patients on emergency department admission: a two-centre study von Monaco, Cristian Giuseppe, Zaottini, Federico, Schiaffino, Simone, Villa, Alessandro, Della Pepa, Gianmarco, Carbonaro, Luca Alessandro, Menicagli, Laura, Cozzi, Andrea, Carriero, Serena, Arpaia, Francesco, Di Leo, Giovanni, Astengo, Davide, Rosenberg, Ilan, Sardanelli, Francesco

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Contrast enhanced breast MRI: Spatial displacement from prone to supine patient's position. Preliminary results von Carbonaro, Luca Alessandro, Tannaphai, Penampai, Trimboli, Rubina Manuela, Verardi, Nicola, Fedeli, Maria Paola, Sardanelli, Francesco

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Diagnostic Performance in Differentiating COVID-19 from Other Viral Pneumonias on CT Imaging: Multi-Reader Analysis Compared with an Artificial Intelligence-Based Model von Rizzetto, Francesco, Berta, Luca, Zorzi, Giulia, Cincotta, Antonino, Travaglini, Francesca, Artioli, Diana, Nerini Molteni, Silvia, Vismara, Chiara, Scaglione, Francesco, Torresin, Alberto, Colombo, Paola Enrica, Carbonaro, Luca Alessandro, Vanzulli, Angelo

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A Machine Learning Ensemble Based on Radiomics to Predict BI-RADS Category and Reduce the Biopsy Rate of Ultrasound-Detected Suspicious Breast Masses von Interlenghi, Matteo, Salvatore, Christian, Magni, Veronica, Caldara, Gabriele, Schiavon, Elia, Cozzi, Andrea, Schiaffino, Simone, Carbonaro, Luca Alessandro, Castiglioni, Isabella, Sardanelli, Francesco

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Correlation between voxel-wise enhancement parameters on DCE-MRI and pathological prognostic factors in invasive breast cancers von Trimboli, Rubina Manuela, Codari, Marina, Khouri Chalouhi, Katia, Ioan, Ileana, Lo Bue, Giovanna, Ottini, Arianna, Casolino, Daniela, Carbonaro, Luca Alessandro, Sardanelli, Francesco

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Correction to: Chest x-ray severity score in COVID-19 patients on emergency department admission: a two-centre study von Monaco, Cristian Giuseppe, Zaottini, Federico, Schiaffino, Simone, Villa, Alessandro, Pepa, Gianmarco Della, Carbonaro, Luca Alessandro, Menicagli, Laura, Cozzi, Andrea, Carriero, Serena, Arpaia, Francesco, Di Leo, Giovanni, Astengo, Davide, Rosenberg, Ilan, Sardanelli, Francesco

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MRI versus Mammography plus Ultrasound in Women at Intermediate Breast Cancer Risk: Study Design and Protocol of the MRIB Multicenter, Randomized, Controlled Trial von Bonelli, Luigina Ada, Calabrese, Massimo, Belli, Paolo, Corcione, Stefano, Losio, Claudio, Montemezzi, Stefania, Pediconi, Federica, Petrillo, Antonella, Zuiani, Chiara, Camera, Lucia, Carbonaro, Luca Alessandro, Cozzi, Andrea, Alfano, Daniele De Falco, Gristina, Licia, Panzeri, Marta, Poire, Ilaria, Schiaffino, Simone, Tosto, Simona, Trecate, Giovanna, Trimboli, Rubina Manuela, Valdora, Francesca, Vigano, Sara, Sardanelli, Francesco

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Diagnostic Performance of MRI Versus Galactography in Women With Pathologic Nipple Discharge: A Systematic Review and Meta-Analysis von Berger, Nicole, Luparia, Andrea, Di Leo, Giovanni, Carbonaro, Luca Alessandro, Trimboli, Rubina Manuela, Ambrogi, Federico, Sardanelli, Francesco

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Impact of COVID-19 Pandemic on the Workload of Diagnostic Radiology: A 2-Year Observational Study in a Tertiary Referral Hospital von Rizzetto, Francesco, Gnocchi, Giulia, Travaglini, Francesca, Di Rocco, Gabriella, Rizzo, Aldo, Carbonaro, Luca Alessandro, Vanzulli, Angelo

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Diagnostic performance of an artificial intelligence model for the detection of pneumothorax at chest X-ray von Monti, Caterina Beatrice, Bianchi, Lorenzo Maria Giuseppe, Rizzetto, Francesco, Carbonaro, Luca Alessandro, Vanzulli, Angelo

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Chest x-ray in the COVID-19 pandemic: Radiologists’ real-world reader performance von Cozzi, Andrea, Schiaffino, Simone, Arpaia, Francesco, Della Pepa, Gianmarco, Tritella, Stefania, Bertolotti, Pietro, Menicagli, Laura, Monaco, Cristian Giuseppe, Carbonaro, Luca Alessandro, Spairani, Riccardo, Babaei Paskeh, Bijan, Sardanelli, Francesco

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Breast Cancer: Computer-aided Detection with Digital Breast Tomosynthesis von Morra, Lia, Sacchetto, Daniela, Durando, Manuela, Agliozzo, Silvano, Carbonaro, Luca Alessandro, Delsanto, Silvia, Pesce, Barbara, Persano, Diego, Mariscotti, Giovanna, Marra, Vincenzo, Fonio, Paolo, Bert, Alberto

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Can we use MR-mammography to predict nodal status? von Carbonaro, Luca Alessandro

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468 - DIAGNOSTIC PERFORMANCE OF HUMAN READERS AND ARTIFICIAL INTELLIGENCE MODEL IN CLASSIFICATION TASK OF COMPUTED TOMOGRAPHY IMAGES OF DIFFERENT TYPES OF VIRAL PNEUMONIA von Berta, Luca, Zorzi, Giulia, Rizzetto, Francesco, Felisi, Marco, De Mattia, Cristina, Carbonaro, Luca Alessandro, Vanzulli, Angelo, Colombo, Paola Enrica, Torresin, Alberto

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DIAGNOSTIC PERFORMANCE OF HUMAN READERS AND ARTIFICIAL INTELLIGENCE MODEL IN CLASSIFICATION TASK OF COMPUTED TOMOGRAPHY IMAGES OF DIFFERENT TYPES OF VIRAL PNEUMONIA von Berta, Luca, Zorzi, Giulia, Rizzetto, Francesco, Felisi, Marco, De Mattia, Cristina, Carbonaro, Luca Alessandro, Vanzulli, Angelo, Colombo, Paola Enrica, Torresin, Alberto

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Comparing accuracy of tomosynthesis plus digital mammography or synthetic 2D mammography in breast cancer screening: baseline results of the MAITA RCT consortium von Giorgi Rossi, Paolo, Mancuso, Pamela, Pattacini, Pierpaolo, Campari, Cinzia, Nitrosi, Andrea, Iotti, Valentina, Ponti, Antonio, Frigerio, Alfonso, Correale, Loredana, Riggi, Emilia, Giordano, Livia, Segnan, Nereo, Di Leo, Giovanni, Magni, Veronica, Sardanelli, Francesco, Fornasa, Francesca, Romanucci, Giovanna, Montemezzi, Stefania, Falini, Patrizia, Auzzi, Noemi, Zappa, Marco, Ottone, Marta, Mantellini, Paola, Coriani, Chiara, Pescarolo, Manuela, Stefanelli, Gloria, Tondelli, Giulio, Beretti, Filippo, Caffarri, Sabrina, Marchesi, Vanessa, Canovi, Laura, Colli, Marco, Boschini, Mirco, Bertolini, Marco, Pattacini, Pierpaolo, Giorgi Rossi, Paolo, Iotti, Valentina, Ginocchi, Vladimiro, Ravaioli, Sara, Vacondio, Rita, Campari, Cinzia, Caroli, Stefania, Nitrosi, Andrea, Cavuto, Silvio, Mancuso, Pamela, Djuric, Olivera, Venturelli, Francesco, Vicentini, Massimo, Braghiroli, Maria Barbara, Lonetti, Jasmine, Davoli, Elena, Bonelli, Efrem, Fornasa, Francesca, Montemezzi, Stefania, Romanucci, Giovanna, Lucchi, Ilaria, Martello, Gessica, Rossati, Claudia, Mantellini, Paola, Ambrogetti, Daniela, Iossa, Anna, Carnesciali, Eva, Mazzalupo, Vincenzo, Puliti, Donella, Battisti, Francesca, Auzzi, Noemi, Verdi, Simona, Tramalloni, Daniela, Cavazza, Elena, Busoni, Simone, Betti, Elisa, Peruzzi, Francesca, Regini, Francesco, Sardanelli, Francesco, Di Leo, Giovanni, Carbonaro, Luca Alessandro, Magni, Veronica, Spinelli, Diana, Benedek, Adrienn, Menicagli, Laura, Ferraris, Raffaella, Favettini, Elisabetta, Dettori, Davide, Falco, Paolo, Presti, Pietro, Frigerio, Alfonso, Armaroli, Paola, Marra, Vincenzo, Milanesio, Luisella, Artuso, Franca, Di Leo, Aurora, Castellano, Isabella, Riggi, Emilia, Casella, Denise, Pitarella, Sabina, Vergini, Viviana, Giordano, Livia, Duffy, Stephen W., Graewingholt, Axel, Lang, Kristina

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