LASSO-Cox Modeling of Survival Using High-Resolution CT-Based Radiomic Features in a Cohort of COVID-19 Patients and Its Generalizability to Standard Image Reconstruction by Giulia Paolani, Lorenzo Spagnoli, Maria Francesca Morrone, Miriam Santoro, Francesca Coppola, Silvia Strolin, Rita Golfieri, Lidia Strigari

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How the Rigid and Deformable Image Registration Approaches Affect the Absorbed Dose Estimation Using Images Collected before and after Transarterial Radioembolization with <sup>90<... by Giuseppe Della Gala, Miriam Santoro, Giulia Paolani, Silvia Strolin, Alberta Cappelli, Cristina Mosconi, Elisa Lodi Rizzini, Lidia Strigari

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Recent Applications of Artificial Intelligence in Radiotherapy: Where We Are and Beyond by Miriam Santoro, Silvia Strolin, Giulia Paolani, Giuseppe Della Gala, Alessandro Bartoloni, Cinzia Giacometti, Ilario Ammendolia, Alessio Giuseppe Morganti, Lidia Strigari

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How smart is artificial intelligence in organs delineation? Testing a CE and FDA-approved Deep-Learning tool using multiple expert contours delineated on planning CT images by Silvia Strolin, Miriam Santoro, Miriam Santoro, Giulia Paolani, Giulia Paolani, Ilario Ammendolia, Alessandra Arcelli, Anna Benini, Silvia Bisello, Raffaele Cardano, Letizia Cavallini, Elisa Deraco, Costanza Maria Donati, Erika Galietta, Andrea Galuppi, Alessandra Guido, Martina Ferioli, Viola Laghi, Federica Medici, Maria Ntreta, Natalya Razganiayeva, Giambattista Siepe, Giorgio Tolento, Daria Vallerossa, Alice Zamagni, Alessio Giuseppe Morganti, Alessio Giuseppe Morganti, Lidia Strigari

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Outcome Prediction for SARS-CoV-2 Patients Using Machine Learning Modeling of Clinical, Radiological, and Radiomic Features Derived from Chest CT Images by Lorenzo Spagnoli, Maria Francesca Morrone, Enrico Giampieri, Giulia Paolani, Miriam Santoro, Nico Curti, Francesca Coppola, Federica Ciccarese, Giulio Vara, Nicolò Brandi, Rita Golfieri, Michele Bartoletti, Pierluigi Viale, Lidia Strigari

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PVA-Microbubbles as a Radioembolization Platform: Formulation and the In Vitro Proof of Concept by Valerio Da Ros, Letizia Oddo, Yosra Toumia, Eugenia Guida, Silvia Minosse, Lidia Strigari, Silvia Strolin, Giulia Paolani, Francesca Di Giuliano, Roberto Floris, Francesco Garaci, Susanna Dolci, Gaio Paradossi, Fabio Domenici

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Improving total body irradiation with a dedicated couch and 3D-printed patient-specific lung blocks: A feasibility study by Silvia Strolin, Giulia Paolani, Miriam Santoro, Laura Cercenelli, Barbara Bortolani, Ilario Ammendolia, Silvia Cammelli, Silvia Cammelli, Gianfranco Cicoria, Phyo Wai Win, Alessio G. Morganti, Alessio G. Morganti, Emanuela Marcelli, Lidia Strigari

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PSMA PET for the Evaluation of Liver Metastases in Castration-Resistant Prostate Cancer Patients: A Multicenter Retrospective Study by Susanna Mattoni, Andrea Farolfi, Fabio Formaggio, Gabriel Bruno, Paola Caroli, Juliano Julio Cerci, Matthias Eiber, Wolfgang Peter Fendler, Rita Golfieri, Ken Herrmann, Federica Matteucci, Cristina Mosconi, Giulia Paolani, Miriam Santoro, Lidia Strigari, Cristina Nanni, Paolo Castellucci, Stefano Fanti

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A Radiomic-Based Machine Learning Model Predicts Endometrial Cancer Recurrence Using Preoperative CT Radiomic Features: A Pilot Study by Camelia Alexandra Coada, Miriam Santoro, Vladislav Zybin, Marco Di Stanislao, Giulia Paolani, Cecilia Modolon, Stella Di Costanzo, Lucia Genovesi, Marco Tesei, Antonio De Leo, Gloria Ravegnini, Dario De Biase, Alessio Giuseppe Morganti, Luigi Lovato, Pierandrea De Iaco, Lidia Strigari, Anna Myriam Perrone

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