Zobrazeno 1 - 10
of 102
pro vyhledávání: '"Andrea Damiani"'
Autor:
Benedetta Gottardelli, Roberto Gatta, Leonardo Nucciarelli, Andrada Mihaela Tudor, Erica Tavazzi, Mauro Vallati, Stefania Orini, Nicoletta Di Giorgi, Andrea Damiani
Publikováno v:
BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-13 (2024)
Abstract Background Artificial intelligence (AI) has become a pivotal tool in advancing contemporary personalised medicine, with the goal of tailoring treatments to individual patient conditions. This has heightened the demand for access to diverse d
Externí odkaz:
https://doaj.org/article/035e319bf17347ed9f0449ed221bd2de
Autor:
Benedetta Gottardelli, Varsha Gouthamchand, Carlotta Masciocchi, Luca Boldrini, Antonella Martino, Ciro Mazzarella, Mariangela Massaccesi, René Monshouwer, Jeroen Findhammer, Leonard Wee, Andre Dekker, Maria Antonietta Gambacorta, Andrea Damiani
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)
Abstract Predictive modelling of cancer outcomes using radiomics faces dimensionality problems and data limitations, as radiomics features often number in the hundreds, and multi-institutional data sharing is ()often unfeasible. Federated learning (F
Externí odkaz:
https://doaj.org/article/f46a4dfb4f9e4a9782e2fb980168130c
Autor:
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
Publikováno v:
Diagnostics, Vol 14, Iss 4, p 445 (2024)
The aim of the study was to build a machine learning-based predictive model to discriminate between hospitalized patients at low risk and high risk of bloodstream infection (BSI). A Data Mart including all patients hospitalized between January 2016 a
Externí odkaz:
https://doaj.org/article/c0f962d1ccb74a879807e7575ba954e9
Autor:
Mariachiara Savino, Giuditta Chiloiro, Carlotta Masciocchi, Nikola Dino Capocchiano, Jacopo Lenkowicz, Benedetta Gottardelli, Maria Antonietta Gambacorta, Vincenzo Valentini, Andrea Damiani
Publikováno v:
Frontiers in Oncology, Vol 13 (2023)
In the era of evidence-based medicine, several clinical guidelines were developed, supporting cancer management from diagnosis to treatment and aiming to optimize patient care and hospital resources. Nevertheless, individual patient characteristics a
Externí odkaz:
https://doaj.org/article/8584803af5ce481a9583a11ea8356951
Autor:
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
Publikováno v:
Frontiers in Cardiovascular Medicine, Vol 10 (2023)
BackgroundHeart failure (HF) is a multifaceted clinical syndrome characterized by different etiologies, risk factors, comorbidities, and a heterogeneous clinical course. The current model, based on data from clinical trials, is limited by the biases
Externí odkaz:
https://doaj.org/article/5da9e48ad185446987b595a380a5d055
Autor:
Biche Osong, Carlotta Masciocchi, Andrea Damiani, Inigo Bermejo, Elisa Meldolesi, Giuditta Chiloiro, Maaike Berbee, Seok Ho Lee, Andre Dekker, Vincenzo Valentini, Jean-Pierre Gerard, Claus Rödel, Krzysztof Bujko, Cornelis van de Velde, Joakim Folkesson, Aldo Sainato, Robert Glynne-Jones, Samuel Ngan, Morten Brændengen, David Sebag-Montefiore, Johan van Soest
Publikováno v:
Physics and Imaging in Radiation Oncology, Vol 22, Iss , Pp 1-7 (2022)
Background and Purpose: Tumor recurrence, a characteristic of malignant tumors, is the biggest concern for rectal cancer survivors. The epidemiology of the disease calls for a pressing need to improve healthcare quality and patient outcomes. Predicti
Externí odkaz:
https://doaj.org/article/3c2783db66b2494396a0347753924d73
Autor:
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
Publikováno v:
Scientific Reports, Vol 11, Iss 1, Pp 1-10 (2021)
Abstract The COVID-19 pandemic is impressively challenging the healthcare system. Several prognostic models have been validated but few of them are implemented in daily practice. The objective of the study was to validate a machine-learning risk pred
Externí odkaz:
https://doaj.org/article/472bd4ac2f2f46eebfc3de14ad74276e
Autor:
Valentina Lancellotta, Jose Luis Guinot, Bruno Fionda, Agata Rembielak, Alessandro Di Stefani, Stefano Gentileschi, Francesco Federico, Ernesto Rossi, Benjamin Guix, Artur Jan Chyrek, Arenas Meritxell, Silvia Villalba, Giuseppe Colloca, Nicola Dinapoli, Carlotta Masciocchi, Jacopo Lenkowicz, Nicola Capocchiano, Andrea Damiani, Vincenzo Valentini, Gyorgy Kovacs, Luca Tagliaferri
Publikováno v:
Journal of Contemporary Brachytherapy, Vol 12, Iss 2, Pp 105-110 (2020)
Externí odkaz:
https://doaj.org/article/5f06aea57069476b8f476e698b29635b
Autor:
Giuditta Chiloiro, Pablo Rodriguez-Carnero, Jacopo Lenkowicz, Calogero Casà, Carlotta Masciocchi, Luca Boldrini, Davide Cusumano, Nicola Dinapoli, Elisa Meldolesi, Davide Carano, Andrea Damiani, Brunella Barbaro, Riccardo Manfredi, Vincenzo Valentini, Maria Antonietta Gambacorta
Publikováno v:
Frontiers in Oncology, Vol 10 (2020)
PurposeDistant metastases are currently the main cause of treatment failure in locally advanced rectal cancer (LARC) patients. The aim of this research is to investigate a correlation between the variation of radiomics features using pre- and post-ne
Externí odkaz:
https://doaj.org/article/bd1b135a7aef4c0e9998cb2e5b5c1393
Autor:
Silvia Chiesa, Barbara Tolu, Silvia Longo, Barbara Nardiello, Nikola Dino Capocchiano, Federica Rea, Luca Capone, Gerardina Stimato, Roberto Gatta, Alessandro Pacchiarotti, Mariangela Massaccesi, Giuseppe Minniti, Francesco Cellini, Andrea Damiani, Mario Balducci, Piercarlo Gentile, Vincenzo Valentini, Federico Bianciardi
Publikováno v:
Future Science OA, Vol 6, Iss 7 (2020)
Background: In recent years, novel radiation therapy techniques have moved clinical practice toward tailored medicine. An essential role is played by the decision support system, which requires a standardization of data collection. The Aim of the Pre
Externí odkaz:
https://doaj.org/article/f6cad667408d41aeb66fe6fb834b8572