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A machine-learning parsimonious multivariable predictive model of mortality risk in patients with Covid-19.
Published in:
Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-99905-6
By:
- 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
Publication type:
Article
The Assisi Think Tank Meeting Breast Large Database for Standardized Data Collection in Breast Cancer—ATTM.BLADE.
Published in:
Journal of Personalized Medicine, 2021, v. 11, n. 2, p. 143, doi. 10.3390/jpm11020143
By:
- 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
Publication type:
Article
GENERATOR Breast DataMart—The Novel Breast Cancer Data Discovery System for Research and Monitoring: Preliminary Results and Future Perspectives.
Published in:
Journal of Personalized Medicine, 2021, v. 11, n. 2, p. 65, doi. 10.3390/jpm11020065
By:
- 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;
- Capobianco, Enrico
Publication type:
Article
A process mining approach for clinical guidelines compliance: real-world application in rectal cancer.
Published in:
Frontiers in Oncology, 2023, p. 01, doi. 10.3389/fonc.2023.1090076
By:
- Savino, Mariachiara;
- Chiloiro, Giuditta;
- Masciocchi, Carlotta;
- Capocchiano, Nikola Dino;
- Lenkowicz, Jacopo;
- Gottardelli, Benedetta;
- Gambacorta, Maria Antonietta;
- Valentini, Vincenzo;
- Damiani, Andrea
Publication type:
Article
A field strength independent MR radiomics model to predict pathological complete response in locally advanced rectal cancer.
Published in:
La Radiologia Medica, 2021, v. 126, n. 3, p. 421, doi. 10.1007/s11547-020-01266-z
By:
- 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
Publication type:
Article
Exploring technical issues in personalized medicine: NSCLC survival prediction by quantitative image analysis—usefulness of density correction of volumetric CT data.
Published in:
La Radiologia Medica, 2020, v. 125, n. 7, p. 625, doi. 10.1007/s11547-020-01157-3
By:
- Farchione, Alessandra;
- Larici, Anna Rita;
- Masciocchi, Carlotta;
- Cicchetti, Giuseppe;
- Congedo, Maria Teresa;
- Franchi, Paola;
- Gatta, Roberto;
- Lo Cicero, Stefano;
- Valentini, Vincenzo;
- Bonomo, Lorenzo;
- Manfredi, Riccardo
Publication type:
Article
Delta radiomics for rectal cancer response prediction with hybrid 0.35 T magnetic resonance-guided radiotherapy (MRgRT): a hypothesis-generating study for an innovative personalized medicine approach.
Published in:
La Radiologia Medica, 2019, v. 124, n. 2, p. 145, doi. 10.1007/s11547-018-0951-y
By:
- 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
Publication type:
Article
Fractal-based radiomic approach to predict complete pathological response after chemo-radiotherapy in rectal cancer.
Published in:
La Radiologia Medica, 2018, v. 123, n. 4, p. 286, doi. 10.1007/s11547-017-0838-3
By:
- Cusumano, Davide;
- Dinapoli, Nicola;
- Boldrini, Luca;
- Chiloiro, Giuditta;
- Gatta, Roberto;
- Masciocchi, Carlotta;
- Lenkowicz, Jacopo;
- Casà, Calogero;
- Damiani, Andrea;
- Azario, Luigi;
- Van Soest, Johan;
- Dekker, Andre;
- Lambin, Philippe;
- De Spirito, Marco;
- Valentini, Vincenzo
Publication type:
Article
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, retrospective observational study.
Published in:
Infection, 2023, v. 51, n. 4, p. 1061, doi. 10.1007/s15010-023-02000-3
By:
- 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
Publication type:
Article
Myocardial Injury Portends a Higher Risk of Mortality and Long-Term Cardiovascular Sequelae after Hospital Discharge in COVID-19 Survivors.
Published in:
Journal of Clinical Medicine, 2022, v. 11, n. 19, p. 5964, doi. 10.3390/jcm11195964
By:
- 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
Publication type:
Article
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 International Randomized Trials.
Published in:
Cancers, 2023, v. 15, n. 12, p. 3209, doi. 10.3390/cancers15123209
By:
- 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
Publication type:
Article
Predicting Radiotherapy Impact on Late Bladder Toxicity in Prostate Cancer Patients: An Observational Study.
Published in:
Cancers, 2021, v. 13, n. 2, p. 175, doi. 10.3390/cancers13020175
By:
- 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
Publication type:
Article
Multidisciplinary Tumor Board Smart Virtual Assistant in Locally Advanced Cervical Cancer: A Proof of Concept.
Published in:
Frontiers in Oncology, 2022, v. 11, p. 1, doi. 10.3389/fonc.2021.797454
By:
- 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
Publication type:
Article
PRELIMINARY DATA ANALYSIS IN HEALTHCARE MULTICENTRIC DATA MINING: A PRIVACY-PRESERVING DISTRIBUTED APPROACH.
Published in:
Journal of E-Learning & Knowledge Society, 2018, v. 14, n. 1, p. 71, doi. 10.20368/1971-8829/1454
By:
- Damiani, Andrea;
- Masciocchi, Carlotta;
- Boldrini, Luca;
- Gatta, Roberto;
- Dinapoli, Nicola;
- Lenkowicz, Jacopo;
- Chiloiro, Giuditta;
- Gambacorta, Maria Antonietta;
- Tagliaferri, Luca;
- Autorino, Rosa;
- Pagliara, Monica Maria;
- Blasi, Maria Antonietta;
- van Soest, Johan;
- Dekker, Andre;
- Valentini, Vincenzo
Publication type:
Article
Real-world evidence evaluation of LDL-C in hospitalized patients: a population-based observational study in the timeframe 2021–2022.
Published in:
Lipids in Health & Disease, 2024, v. 23, n. 1, p. 1, doi. 10.1186/s12944-024-02221-x
By:
- Capece, Umberto;
- Iacomini, Chiara;
- Mezza, Teresa;
- Cesario, Alfredo;
- Masciocchi, Carlotta;
- Patarnello, Stefano;
- Giaccari, Andrea;
- Di Giorgi, Nicoletta
Publication type:
Article
Integrating Downstaging in the Risk Assessment of Patients With Locally Advanced Rectal Cancer Treated With Neoadjuvant Chemoradiotherapy: Validation of Valentini's Nomograms and the Neoadjuvant Rectal Score.
Published in:
2018
By:
- Roselló, Susana;
- Frasson, Matteo;
- García-Granero, Eduardo;
- Roda, Desamparados;
- Jordá, Esther;
- Navarro, Samuel;
- Campos, Salvador;
- Esclápez, Pedro;
- García-Botello, Stephanie;
- Flor, Blas;
- Espí, Alejandro;
- Masciocchi, Carlotta;
- Valentini, Vincenzo;
- Cervantes, Andrés
Publication type:
journal article
Eligibility for the 4 Pharmacological Pillars in Heart Failure With Reduced Ejection Fraction at Discharge.
Published in:
Journal of the American Heart Association, 2023, v. 12, n. 13, p. 1, doi. 10.1161/JAHA.122.029071
By:
- 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
Publication type:
Article
A Machine Learning Predictive Model of Bloodstream Infection in Hospitalized Patients.
Published in:
Diagnostics (2075-4418), 2024, v. 14, n. 4, p. 445, doi. 10.3390/diagnostics14040445
By:
- Murri, Rita;
- De Angelis, Giulia;
- Antenucci, Laura;
- Fiori, Barbara;
- Rinaldi, Riccardo;
- Fantoni, Massimo;
- Damiani, Andrea;
- Patarnello, Stefano;
- Sanguinetti, Maurizio;
- Valentini, Vincenzo;
- Posteraro, Brunella;
- Masciocchi, Carlotta
Publication type:
Article
Predictive models in SMA II natural history trajectories using machine learning: A proof of concept study.
Published in:
PLoS ONE, 2022, v. 17, n. 5, p. 1, doi. 10.1371/journal.pone.0267930
By:
- Coratti, Giorgia;
- Lenkowicz, Jacopo;
- Patarnello, Stefano;
- Gullì, Consolato;
- Pera, Maria Carmela;
- Masciocchi, Carlotta;
- Rinaldi, Riccardo;
- Lovato, Valeria;
- Leone, Antonio;
- Cesario, Alfredo;
- Mercuri, Eugenio
Publication type:
Article
Delta Radiomics Can Predict Distant Metastasis in Locally Advanced Rectal Cancer: The Challenge to Personalize the Cure.
Published in:
Frontiers in Oncology, 2020, v. 11, p. N.PAG, doi. 10.3389/fonc.2020.595012
By:
- 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
Publication type:
Article
Deep Learning: A Review for the Radiation Oncologist.
Published in:
Frontiers in Oncology, 2019, p. 1, doi. 10.3389/fonc.2019.00977
By:
- Boldrini, Luca;
- Bibault, Jean-Emmanuel;
- Masciocchi, Carlotta;
- Shen, Yanting;
- Bittner, Martin-Immanuel
Publication type:
Article
SKIN-COBRA (Consortium for Brachytherapy data Analysis) ontology: The first step towards interdisciplinary standardized data collection for personalized oncology in skin cancer.
Published in:
Journal of Contemporary Brachytherapy, 2020, v. 12, n. 2, p. 105, doi. 10.5114/jcb.2020.94579
By:
- 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
Publication type:
Article
Nomogram for predicting radiation maculopathy in patients treated with Ruthenium-106 plaque brachytherapy for uveal melanoma.
Published in:
Journal of Contemporary Brachytherapy, 2017, v. 9, n. 6, p. 540, doi. 10.5114/jcb.2017.71795
By:
- 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
Publication type:
Article
Fib-4 score is able to predict intra-hospital mortality in 4 different SARS-COV2 waves.
Published in:
Internal & Emergency Medicine, 2023, v. 18, n. 5, p. 1415, doi. 10.1007/s11739-023-03310-y
By:
- 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
Publication type:
Article

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