Open Innovation as the Catalyst in the Personalized Medicine to Personalized Digital Medicine Transition by Alfredo Cesario, Marika D’Oria, Irene Simone, Stefano Patarnello, Vincenzo Valentini, Giovanni Scambia

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Artificial intelligence (AI) and interventional radiotherapy (brachytherapy): state of art and future perspectives by Bruno Fionda, Luca Boldrini, Andrea D’Aviero, Valentina Lancellotta, Maria Gambacorta, György Kovács, Stefano Patarnello, Vincenzo Valentini, Luca Tagliaferri

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Predictive models in SMA II natural history trajectories using machine learning: A proof of concept study. by Giorgia Coratti, Jacopo Lenkowicz, Stefano Patarnello, Consolato Gullì, Maria Carmela Pera, Carlotta Masciocchi, Riccardo Rinaldi, Valeria Lovato, Antonio Leone, Alfredo Cesario, Eugenio Mercuri

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A Machine Learning Predictive Model of Bloodstream Infection in Hospitalized Patients by Rita Murri, Giulia De Angelis, Laura Antenucci, Barbara Fiori, Riccardo Rinaldi, Massimo Fantoni, Andrea Damiani, Stefano Patarnello, Maurizio Sanguinetti, Vincenzo Valentini, Brunella Posteraro, Carlotta Masciocchi

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HIV Patients’ Tracer for Clinical Assistance and Research during the COVID-19 Epidemic (INTERFACE): A Paradigm for Chronic Conditions by Antonella Cingolani, Konstantina Kostopoulou, Alice Luraschi, Aristodemos Pnevmatikakis, Silvia Lamonica, Sofoklis Kyriazakos, Chiara Iacomini, Francesco Vladimiro Segala, Giulia Micheli, Cristina Seguiti, Stathis Kanavos, Alfredo Cesario, Enrica Tamburrini, Stefano Patarnello, Vincenzo Valentini, Roberto Cauda

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Multidisciplinary Tumor Board Smart Virtual Assistant in Locally Advanced Cervical Cancer: A Proof of Concept by Gabriella Macchia, Gabriella Ferrandina, Gabriella Ferrandina, Stefano Patarnello, Rosa Autorino, Carlotta Masciocchi, Vincenzo Pisapia, Cristina Calvani, Chiara Iacomini, Alfredo Cesario, Luca Boldrini, Benedetta Gui, Vittoria Rufini, Maria Antonietta Gambacorta, Giovanni Scambia, Giovanni Scambia, Vincenzo Valentini

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Eligibility for the 4 Pharmacological Pillars in Heart Failure With Reduced Ejection Fraction at Discharge by Domenico D'Amario, Daniele Rodolico, Agni Delvinioti, Renzo Laborante, Chiara Iacomini, Carlotta Masciocchi, Attilio Restivo, Giuseppe Ciliberti, Mattia Galli, Antonio Donato Paglianiti, Antonio Iaconelli, Andrea Zito, Jacopo Lenkowicz, Stefano Patarnello, Alfredo Cesario, Vincenzo Valentini, Filippo Crea

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KIT 1 (Keep in Touch) Project—Televisits for Cancer Patients during Italian Lockdown for COVID-19 Pandemic: The Real-World Experience of Establishing a Telemedicine System by Calogero Casà, Barbara Corvari, Francesco Cellini, Patrizia Cornacchione, Andrea D’Aviero, Sara Reina, Silvia Di Franco, Alessandra Salvati, Giuseppe Ferdinando Colloca, Alfredo Cesario, Stefano Patarnello, Mario Balducci, Alessio Giuseppe Morganti, Vincenzo Valentini, Maria Antonietta Gambacorta, Luca Tagliaferri

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GENERATOR Breast DataMart—The Novel Breast Cancer Data Discovery System for Research and Monitoring: Preliminary Results and Future Perspectives by Fabio Marazzi, Luca Tagliaferri, Valeria Masiello, Francesca Moschella, Giuseppe Ferdinando Colloca, Barbara Corvari, Alejandro Martin Sanchez, Nikola Dino Capocchiano, Roberta Pastorino, Chiara Iacomini, Jacopo Lenkowicz, Carlotta Masciocchi, Stefano Patarnello, Gianluca Franceschini, Maria Antonietta Gambacorta, Riccardo Masetti, Vincenzo Valentini

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GENERATOR HEART FAILURE DataMart: An integrated framework for heart failure research by Domenico D’Amario, Domenico D’Amario, Domenico D’Amario, Renzo Laborante, Agni Delvinioti, Jacopo Lenkowicz, Chiara Iacomini, Carlotta Masciocchi, Alice Luraschi, Andrea Damiani, Daniele Rodolico, Attilio Restivo, Giuseppe Ciliberti, Donato Antonio Paglianiti, Francesco Canonico, Stefano Patarnello, Alfredo Cesario, Vincenzo Valentini, Giovanni Scambia, Filippo Crea, Filippo Crea

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Age, corticosteroid treatment and site of mutations affect motor functional changes in young boys with Duchenne Muscular Dystrophy. by Giorgia Coratti, Jacopo Lenkowicz, Giulia Norcia, Simona Lucibello, Elisabetta Ferraroli, Adele d'Amico, Luca Bello, Elena Pegoraro, Sonia Messina, Federica Ricci, Tiziana Mongini, Angela Berardinelli, Riccardo Masson, Stefano C Previtali, Grazia D'angelo, Francesca Magri, Giacomo P Comi, Luisa Politano, Luigia Passamano, Gianluca Vita, Valeria A Sansone, Emilio Albamonte, Chiara Panicucci, Claudio Bruno, Antonella Pini, Enrico Bertini, Stefano Patarnello, Marika Pane, Eugenio Mercuri, italian DMD study group

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A machine-learning parsimonious multivariable predictive model of mortality risk in patients with Covid-19 by Rita Murri, Jacopo Lenkowicz, Carlotta Masciocchi, Chiara Iacomini, Massimo Fantoni, Andrea Damiani, Antonio Marchetti, Paolo Domenico Angelo Sergi, Giovanni Arcuri, Alfredo Cesario, Stefano Patarnello, Massimo Antonelli, Rocco Bellantone, Roberto Bernabei, Stefania Boccia, Paolo Calabresi, Andrea Cambieri, Roberto Cauda, Cesare Colosimo, Filippo Crea, Ruggero De Maria, Valerio De Stefano, Francesco Franceschi, Antonio Gasbarrini, Ornella Parolini, Luca Richeldi, Maurizio Sanguinetti, Andrea Urbani, Maurizio Zega, Giovanni Scambia, Vincenzo Valentini, The Gemelli against Covid Group

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