Deep Learning: A Review for the Radiation Oncologist

por Boldrini, Luca, Bibault, Jean-Emmanuel, Masciocchi, Carlotta, Shen, Yanting, Bittner, Martin-Immanuel
Publicado 2019

A process mining approach for clinical guidelines compliance: real-world application in rectal cancer

por Savino, Mariachiara, Chiloiro, Giuditta, Masciocchi, Carlotta, Capocchiano, Nikola Dino, Lenkowicz, Jacopo, Gottardelli, Benedetta, Gambacorta, Maria Antonietta, Valentini, Vincenzo, Damiani, Andrea
Publicado 2023

Predictive models in SMA II natural history trajectories using machine learning: A proof of concept study

por Coratti, Giorgia, Lenkowicz, Jacopo, Patarnello, Stefano, Gullì, Consolato, Pera, Maria Carmela, Masciocchi, Carlotta, Rinaldi, Riccardo, Lovato, Valeria, Leone, Antonio, Cesario, Alfredo, Mercuri, Eugenio
Publicado 2022

Nomogram for predicting radiation maculopathy in patients treated with Ruthenium-106 plaque brachytherapy for uveal melanoma

por Tagliaferri, Luca, Pagliara, Monica Maria, Masciocchi, Carlotta, Scupola, Andrea, Azario, Luigi, Grimaldi, Gabriela, Autorino, Rosa, Gambacorta, Maria Antonietta, Laricchiuta, Antonio, Boldrini, Luca, Valentini, Vincenzo, Blasi, Maria Antonietta
Publicado 2017

Delta radiomics for rectal cancer response prediction with hybrid 0.35 T magnetic resonance-guided radiotherapy (MRgRT): a hypothesis-generating study for an innovative personalize...

por Boldrini, Luca, Cusumano, Davide, Chiloiro, Giuditta, Casà, Calogero, Masciocchi, Carlotta, Lenkowicz, Jacopo, Cellini, Francesco, Dinapoli, Nicola, Azario, Luigi, Teodoli, Stefania, Gambacorta, Maria Antonietta, De Spirito, Marco, Valentini, Vincenzo
Publicado 2018

Multidisciplinary Tumor Board Smart Virtual Assistant in Locally Advanced Cervical Cancer: A Proof of Concept

por Macchia, Gabriella, Ferrandina, Gabriella, Patarnello, Stefano, Autorino, Rosa, Masciocchi, Carlotta, Pisapia, Vincenzo, Calvani, Cristina, Iacomini, Chiara, Cesario, Alfredo, Boldrini, Luca, Gui, Benedetta, Rufini, Vittoria, Gambacorta, Maria Antonietta, Scambia, Giovanni, Valentini, Vincenzo
Publicado 2022

Delta Radiomics Can Predict Distant Metastasis in Locally Advanced Rectal Cancer: The Challenge to Personalize the Cure

por Chiloiro, Giuditta, Rodriguez-Carnero, Pablo, Lenkowicz, Jacopo, Casà, Calogero, Masciocchi, Carlotta, Boldrini, Luca, Cusumano, Davide, Dinapoli, Nicola, Meldolesi, Elisa, Carano, Davide, Damiani, Andrea, Barbaro, Brunella, Manfredi, Riccardo, Valentini, Vincenzo, Gambacorta, Maria Antonietta
Publicado 2020

Predicting Radiotherapy Impact on Late Bladder Toxicity in Prostate Cancer Patients: An Observational Study

por Catucci, Francesco, Alitto, Anna Rita, Masciocchi, Carlotta, Dinapoli, Nicola, Gatta, Roberto, Martino, Antonella, Mazzarella, Ciro, Fionda, Bruno, Frascino, Vincenzo, Piras, Antonio, D’Aviero, Andrea, Preziosi, Francesco, Palazzoni, Giovanni, Valentini, Vincenzo, Mantini, Giovanna
Publicado 2021

pCR and 2-Year Disease-Free Survival: A Combination of the Two Endpoints as a New Classification for Locally Advanced Rectal Cancer Patients—An Updated Pooled Analysis of Eleven In...

por Gambacorta, Maria Antonietta, Chiloiro, Giuditta, Masciocchi, Carlotta, Mariani, Silvia, Romano, Angela, Gonnelli, Alessandra, Gerard, Jean-Pierre, Ngan, Samuel, Rödel, Claus, Bujko, Krzysztof, Glynne-Jones, Robert, van Soest, Johan, Dekker, Andre, Damiani, Andrea, Valentini, Vincenzo
Publicado 2023

A field strength independent MR radiomics model to predict pathological complete response in locally advanced rectal cancer

por Cusumano, Davide, Meijer, Gert, Lenkowicz, Jacopo, Chiloiro, Giuditta, Boldrini, Luca, Masciocchi, Carlotta, Dinapoli, Nicola, Gatta, Roberto, Casà, Calogero, Damiani, Andrea, Barbaro, Brunella, Gambacorta, Maria Antonietta, Azario, Luigi, De Spirito, Marco, Intven, Martijn, Valentini, Vincenzo
Publicado 2020

Incidence of bloodstream infections due to multidrug-resistant pathogens in ordinary wards and intensive care units before and during the COVID-19 pandemic: a real-life, retrospect...

por Segala, Francesco Vladimiro, Pafundi, Pia Clara, Masciocchi, Carlotta, Fiori, Barbara, Taddei, Eleonora, Antenucci, Laura, De Angelis, Giulia, Guerriero, Silvia, Pastorino, Roberta, Damiani, Andrea, Posteraro, Brunella, Sanguinetti, Maurizio, De Pascale, Gennaro, Fantoni, Massimo, Murri, Rita
Publicado 2023

Eligibility for the 4 Pharmacological Pillars in Heart Failure With Reduced Ejection Fraction at Discharge

por D'Amario, Domenico, Rodolico, Daniele, Delvinioti, Agni, Laborante, Renzo, Iacomini, Chiara, Masciocchi, Carlotta, Restivo, Attilio, Ciliberti, Giuseppe, Galli, Mattia, Paglianiti, Antonio Donato, Iaconelli, Antonio, Zito, Andrea, Lenkowicz, Jacopo, Patarnello, Stefano, Cesario, Alfredo, Valentini, Vincenzo, Crea, Filippo
Publicado 2023

GENERATOR HEART FAILURE DataMart: An integrated framework for heart failure research

por D’Amario, Domenico, Laborante, Renzo, Delvinioti, Agni, Lenkowicz, Jacopo, Iacomini, Chiara, Masciocchi, Carlotta, Luraschi, Alice, Damiani, Andrea, Rodolico, Daniele, Restivo, Attilio, Ciliberti, Giuseppe, Paglianiti, Donato Antonio, Canonico, Francesco, Patarnello, Stefano, Cesario, Alfredo, Valentini, Vincenzo, Scambia, Giovanni, Crea, Filippo
Publicado 2023

Fib-4 score is able to predict intra-hospital mortality in 4 different SARS-COV2 waves

por Miele, Luca, Dajko, Marianxhela, Savino, Maria Chiara, Capocchiano, Nicola D., Calvez, Valentino, Liguori, Antonio, Masciocchi, Carlotta, Vetrone, Lorenzo, Mignini, Irene, Schepis, Tommaso, Marrone, Giuseppe, Biolato, Marco, Cesario, Alfredo, Patarnello, Stefano, Damiani, Andrea, Grieco, Antonio, Valentini, Vincenzo, Gasbarrini, Antonio
Publicado 2023

GENERATOR Breast DataMart—The Novel Breast Cancer Data Discovery System for Research and Monitoring: Preliminary Results and Future Perspectives

por Marazzi, Fabio, Tagliaferri, Luca, Masiello, Valeria, Moschella, Francesca, Colloca, Giuseppe Ferdinando, Corvari, Barbara, Sanchez, Alejandro Martin, Capocchiano, Nikola Dino, Pastorino, Roberta, Iacomini, Chiara, Lenkowicz, Jacopo, Masciocchi, Carlotta, Patarnello, Stefano, Franceschini, Gianluca, Gambacorta, Maria Antonietta, Masetti, Riccardo, Valentini, Vincenzo
Publicado 2021

SKIN-COBRA (Consortium for Brachytherapy data Analysis) ontology: The first step towards interdisciplinary standardized data collection for personalized oncology in skin cancer

por Lancellotta, Valentina, Guinot, Josè Luis, Fionda, Bruno, Rembielak, Agata, Di Stefani, Alessandro, Gentileschi, Stefano, Federico, Francesco, Rossi, Ernesto, Guix, Benjamin, Chyrek, Artur Jan, Meritxell, Arenas, Villalba, Silvia Rodriguez, Colloca, Giuseppe Ferdinando, Dinapoli, Nicola, Masciocchi, Carlotta, Lenkowicz, Jacopo, Capocchiano, Nicola Dino, Damiani, Andrea, Valentini, Vincenzo, Kovács, Gyorgy, Tagliaferri, Luca
Publicado 2020

Bayesian network structure for predicting local tumor recurrence in rectal cancer patients treated with neoadjuvant chemoradiation followed by surgery

por Osong, Biche, Masciocchi, Carlotta, Damiani, Andrea, Bermejo, Inigo, Meldolesi, Elisa, Chiloiro, Giuditta, Berbee, Maaike, Lee, Seok Ho, Dekker, Andre, Valentini, Vincenzo, Gerard, Jean-Pierre, Rödel, Claus, Bujko, Krzysztof, van de Velde, Cornelis, Folkesson, Joakim, Sainato, Aldo, Glynne-Jones, Robert, Ngan, Samuel, Brændengen, Morten, Sebag-Montefiore, David, van Soest, Johan
Publicado 2022

Myocardial Injury Portends a Higher Risk of Mortality and Long-Term Cardiovascular Sequelae after Hospital Discharge in COVID-19 Survivors

por Rinaldi, Riccardo, Basile, Mattia, Salzillo, Carmine, Grieco, Domenico Luca, Caffè, Andrea, Masciocchi, Carlotta, Lilli, Livia, Damiani, Andrea, La Vecchia, Giulia, Iannaccone, Giulia, Bonanni, Alice, De Pascale, Gennaro, Murri, Rita, Fantoni, Massimo, Liuzzo, Giovanna, Sanna, Tommaso, Massetti, Massimo, Gasbarrini, Antonio, Valentini, Vincenzo, Antonelli, Massimo, Crea, Filippo, Montone, Rocco Antonio
Publicado 2022

The Assisi Think Tank Meeting Breast Large Database for Standardized Data Collection in Breast Cancer—ATTM.BLADE

por Marazzi, Fabio, Masiello, Valeria, Masciocchi, Carlotta, Merluzzi, Mara, Saldi, Simonetta, Belli, Paolo, Boldrini, Luca, Capocchiano, Nikola Dino, Di Leone, Alba, Magno, Stefano, Meldolesi, Elisa, Moschella, Francesca, Mulé, Antonino, Smaniotto, Daniela, Terribile, Daniela Andreina, Tagliaferri, Luca, Franceschini, Gianluca, Gambacorta, Maria Antonietta, Masetti, Riccardo, Valentini, Vincenzo, Poortmans, Philip M. P., Aristei, Cynthia
Publicado 2021

A machine-learning parsimonious multivariable predictive model of mortality risk in patients with Covid-19

por Murri, Rita, Lenkowicz, Jacopo, Masciocchi, Carlotta, Iacomini, Chiara, Fantoni, Massimo, Damiani, Andrea, Marchetti, Antonio, Sergi, Paolo Domenico Angelo, Arcuri, Giovanni, Cesario, Alfredo, Patarnello, Stefano, Antonelli, Massimo, Bellantone, Rocco, Bernabei, Roberto, Boccia, Stefania, Calabresi, Paolo, Cambieri, Andrea, Cauda, Roberto, Colosimo, Cesare, Crea, Filippo, De Maria, Ruggero, De Stefano, Valerio, Franceschi, Francesco, Gasbarrini, Antonio, Parolini, Ornella, Richeldi, Luca, Sanguinetti, Maurizio, Urbani, Andrea, Zega, Maurizio, Scambia, Giovanni, Valentini, Vincenzo
Publicado 2021