Mento, Federico
Mento, Federico
Ingegneria e scienza dell'Informaz (29/10/12-)
A Multicenter Study Assessing Artificial Intelligence Capability in Scoring Lung Ultrasound Videos of COVID-19 Patients
2021-01-01 Mento, Federico; Perrone, Tiziano; Fiengo, Anna; Macioce, Veronica Narvena; Tursi, Francesco; Smargiassi, Andrea; Inchingolo, Riccardo; Demi, Libertario
A standardised and evidenced-based lung ultrasound acquisition protocol and scoring system for the monitoring and stratification of COVID-19 and post-COVID-19 patients
2022-01-01 Demi, Libertario; Mento, Federico; Di Sabatino, Antonio; Fiengo, Anita; Sabatini, Umberto; Macioce, Veronica N.; Robol, Marco; Tursi, Francesco; Sofia, Carmelo; di Cienzo, Chiara; Smargiassi, Andrea; Inchingolo, Riccardo; Perrone, Tiziano
Agreement between expert sonographers and artificial intelligence in the evaluation of lung ultrasound data acquired from COVID-19 patients
2021-01-01 Demi, L; Mento, F; Perrone, T; Fiengo, A; Smargiassi, A; Inchingolo, R; Soldati, G
Assessment of COVID-19 in lung ultrasound by combining anatomy and sonographic artifacts using deep learning
2020-01-01 Bagon, Shai; Galun, Meirav; Frank, Oz; Schipper, Nir; Vaturi, Mordehay; Zalcberg, Gad; Soldati, Gino; Smargiassi, Andrea; Inchingolo, Riccardo; Torri, Elena; Perrone, Tiziano; Mento, Federico; Demi, Libertario; Eldar, Yonina
Automated segmentation and scoring of lung ultrasound images of COVID-19 patients
2020-01-01 Roshankhah, Roshan; Karbalaeisadegh, Yasamin; Greer, Hastings; Mento, Federico; Soldati, Gino; Smargiassi, Andrea; Inchingolo, Riccardo; Torri, Elena; Aylward, Stephen; Demi, Libertario; Muller, Marie
Automatic Pleural Line Extraction and COVID-19 Scoring from Lung Ultrasound Data
2020-01-01 Carrer, Leonardo; Donini, Elena; Marinelli, Daniele; Zanetti, Massimo; Mento, Federico; Torri, Elena; Smargiassi, Andrea; Inchingolo, Riccardo; Soldati, Gino; Demi, Libertario; Bovolo, Francesca; Bruzzone, Lorenzo
Automatic Scoring of COVID-19 LUS Videos Using Cross-correlation-Based Features Aggregated from Frame-Level Confidence Levels Obtained by a Pre-trained Deep Neural Network
2022-01-01 Afrakhteh, Sajjad; Mento, Federico; Khan, Umair; De Rosa, Laura; Fatima, Noreen; Azam, Zihadul; Tursi, Francesco; Smargiassi, Andrea; Inchingolo, Riccardo; Perrone, Tiziano; Iacca, Giovanni; Demi, Libertario
Automatically Scoring Lung Ultrasound Videos of COVID-19 and post-COVID-19 Patients
2022-01-01 Mento, Federico; Di Sabatino, Antonio; Fiengo, Anna; Sabatini, Umberto; Macioce, Veronica Narvena; Tursi, Francesco; Sofia, Carmelo; Di Cienzo, Chiara; Smargiassi, Andrea; Inchingolo, Riccardo; Perrone, Tiziano; Demi, Libertario
Benchmark methodological approach for the application of artificial intelligence to lung ultrasound data from COVID-19 patients: From frame to prognostic-level
2023-01-01 Khan, Umair; Afrakhteh, Sajjad; Mento, Federico; Fatima, Noreen; De Rosa, Laura; Custode, Leonardo Lucio; Azam, Zihadul; Torri, Elena; Soldati, Gino; Tursi, Francesco; Macioce, Veronica Narvena; Smargiassi, Andrea; Inchingolo, Riccardo; Perrone, Tiziano; Iacca, Giovanni; Demi, Libertario
Coronavirus disease 2019 patients prognostic stratification based on low complex lung ultrasound video compression
2023-01-01 Khan, Umair; Afrakhteh, Sajjad; Mento, Federico; Smargiassi, Andrea; Inchingolo, Riccardo; Tursi, Francesco; Narvena, Veronica; Perrone, Tiziano; Iacca, Giovanni; Demi, Libertario
Deep learning applied to lung ultrasound videos for scoring COVID-19 patients: A multicenter study
2021-01-01 Mento, Federico; Perrone, Tiziano; Fiengo, Anna; Smargiassi, Andrea; Inchingolo, Riccardo; Soldati, Gino; Demi, Libertario
Deep learning for classification and localization of COVID-19 markers in point-of-care lung ultrasound
2020-01-01 Roy, Subhankar; Menapace, Willi; Oei, Sebastiaan; Luijten, Ben; Fini, Enrico; Saltori, Cristiano; Huijben, Iris; Chennakeshava, Nishith; Mento, Federico; Sentelli, Alessandro; Peschiera, Emanuele; Trevisan, Riccardo; Maschietto, Giovanni; Torri, Elena; Inchingolo, Riccardo; Smargiassi, Andrea; Soldati, Gino; Rota, Paolo; Passerini, Andrea; Van Sloun, Ruud J G; Ricci, Elisa; Demi, Libertario
Deep Learning-based Classification of Reduced Lung Ultrasound Data from COVID-19 Patients
2022-01-01 Khan, Umair; Mento, Federico; Giacomaz, Lucrezia Nicolussi; Trevisan, Riccardo; Smargiassi, Andrea; Inchingolo, Riccardo; Perrone, Tiziano; Demi, Libertario
Dependence of lung ultrasound vertical artifacts on frequency, bandwidth, focus and angle of incidence: An in vitro study
2021-01-01 Mento, Federico; Demi, Libertario
Development of Lung Ultrasound Quantitative Approaches and Automatic Semi-Quantitative Strategies: In Silico, In Vitro, and Clinical Studies
2022-11-02 Mento, Federico
Differential Diagnosis of Lung Disease through Quantitative Lung Ultrasound Spectroscopy, an in vivo clinical study over 114 patients
2023-01-01 Mento, Federico; Perpenti, Mattia; Barcellona, Giuliana; Perrone, Tiziano; Demi, Libertario
Differentiation of Pulmonary Fibrosis by Means of Quantitative Lung Ultrasound Spectroscopy, First Clinical Study in Humans
2020-01-01 Mento, Federico; Soldati, Gino; Prediletto, Renato; Demi, Marcello; Demi, Libertario
Effect of Imaging Parameters on the Visualization of Lung Ultrasound B-line Artifacts
2020-01-01 Mento, Federico; Demi, Libertario
Estimation of Lung Surface Roughness by Means of an Ultrasound Multifrequency Approach, in silico and in vitro results
2023-01-01 Mento, Federico; Perini, Matteo; Malacarne, Ciro; Demi, Libertario
Human‐to‐AI Interrater Agreement for Lung Ultrasound Scoring in COVID‐19 Patients
2023-01-01 Fatima, Noreen; Mento, Federico; Zanforlin, Alessandro; Smargiassi, Andrea; Torri, Elena; Perrone, Tiziano; Demi, Libertario