Federico Mento

Affiliations

Department of Information Engineering and Computer Science, Ultrasound Laboratory Trento, University of Trento, Via Sommarive 9, 38123 Trento, Italy.

Publications (23)

Numerical study on lung ultrasound B-line formation as a function of imaging frequency and alveolar geometries.

The Journal of the Acoustical Society of America

Avec: Emanuele Peschiera , Federico Mento , Libertario Demi

ICG-Guided Lymphadenectomy during Surgery for Colon and Rectal Cancer-Interim Analysis of the GREENLIGHT Trial.

Biomedicines

Avec: Dario Ribero , Federica Mento , Valentina Sega , Domenico Lo Conte , Alfredo Mellano , Giuseppe Spinoglio

Multi-objective automatic analysis of lung ultrasound data from COVID-19 patients by means of deep learning and decision trees.

Applied soft computing

Avec: Leonardo Lucio Custode , Federico Mento , Francesco Tursi , Andrea Smargiassi , Riccardo Inchingolo , Tiziano Perrone , Libertario Demi , Giovanni Iacca

Quantitative Lung Ultrasound Spectroscopy Applied to the Diagnosis of Pulmonary Fibrosis: The First Clinical Study.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control

Avec: Federico Mento , Gino Soldati , Renato Prediletto , Marcello Demi , Libertario Demi

Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19.

IEEE transactions on medical imaging

Avec: Oz Frank , Nir Schipper , Mordehay Vaturi , Gino Soldati , Andrea Smargiassi , Riccardo Inchingolo , Elena Torri , Tiziano Perrone , Federico Mento , Libertario Demi , Meirav Galun , Yonina C Eldar , Shai Bagon

Human-to-AI Interrater Agreement for Lung Ultrasound Scoring in COVID-19 Patients.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine

Avec: Noreen Fatima , Federico Mento , Alessandro Zanforlin , Andrea Smargiassi , Elena Torri , Tiziano Perrone , Libertario Demi

Low-complexity lung ultrasound video scoring by means of intensity projection-based video compression.

Computers in biology and medicine

Avec: Umair Khan , Sajjad Afrakhteh , Federico Mento , Gizem Mert , Andrea Smargiassi , Riccardo Inchingolo , Francesco Tursi , Veronica Narvena Macioce , Tiziano Perrone , Giovanni Iacca , Libertario Demi

Benchmark methodological approach for the application of artificial intelligence to lung ultrasound data from COVID-19 patients: From frame to prognostic-level.

Ultrasonics

Avec: Umair Khan , Sajjad Afrakhteh , Federico Mento , Noreen Fatima , Laura De Rosa , Leonardo Lucio Custode , Zihadul Azam , Elena Torri , Gino Soldati , Francesco Tursi , Veronica Narvena Macioce , Andrea Smargiassi , Riccardo Inchingolo , Tiziano Perrone , Giovanni Iacca , Libertario Demi

Gastric Histopathologic Findings in South Italian Morbidly Obese Patients Undergoing Laparoscopic Sleeve Gastrectomy: Is Histopathologic Examination of All Resected Gastric Specimens Necessary?

Obesity surgery

Avec: Iman Komaei , Giuseppe Currò , Federica Mento , Gabriele Cassaro , Claudio Lazzara , Adalberto Barbera , Michele Ammendola , Angela Alibrandi , Giuseppe Navarra

Automatic Pleural Line Extraction and COVID-19 Scoring From Lung Ultrasound Data.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control

Avec: Leonardo Carrer , Elena Donini , Daniele Marinelli , Massimo Zanetti , Federico Mento , Elena Torri , Andrea Smargiassi , Riccardo Inchingolo , Gino Soldati , Libertario Demi , Francesca Bovolo , Lorenzo Bruzzone

Lung Ultrasound for COVID-19 Patchy Pneumonia: Extended or Limited Evaluations?

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine

Avec: Andrea Smargiassi , Gino Soldati , Elena Torri , Federico Mento , Domenico Milardi , Paola Del Giacomo , Giuseppe De Matteis , Maria Livia Burzo , Anna Rita Larici , Maurizio Pompili , Libertario Demi , Riccardo Inchingolo

Deep learning applied to lung ultrasound videos for scoring COVID-19 patients: A multicenter study.

The Journal of the Acoustical Society of America

Avec: Federico Mento , Tiziano Perrone , Anna Fiengo , Andrea Smargiassi , Riccardo Inchingolo , Gino Soldati , Libertario Demi

State of the Art in Lung Ultrasound, Shifting from Qualitative to Quantitative Analyses.

Ultrasound in medicine & biology

Avec: Federico Mento , Umair Khan , Francesco Faita , Andrea Smargiassi , Riccardo Inchingolo , Tiziano Perrone , Libertario Demi

Proposal for International Standardization of the Use of Lung Ultrasound for Patients With COVID-19: A Simple, Quantitative, Reproducible Method.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine

Avec: Gino Soldati , Andrea Smargiassi , Riccardo Inchingolo , Danilo Buonsenso , Tiziano Perrone , Domenica Federica Briganti , Stefano Perlini , Elena Torri , Alberto Mariani , Elisa Eleonora Mossolani , Francesco Tursi , Federico Mento , Libertario Demi

Lung Ultrasound in COVID-19 and Post-COVID-19 Patients, an Evidence-Based Approach.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine

Avec: Libertario Demi , Federico Mento , Antonio Di Sabatino , Anna Fiengo , Umberto Sabatini , Veronica Narvena Macioce , Marco Robol , Francesco Tursi , Carmelo Sofia , Chiara Di Cienzo , Andrea Smargiassi , Riccardo Inchingolo , Tiziano Perrone

On the Impact of Different Lung Ultrasound Imaging Protocols in the Evaluation of Patients Affected by Coronavirus Disease 2019: How Many Acquisitions Are Needed?

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine

Avec: Federico Mento , Tiziano Perrone , Veronica Narvena Macioce , Francesco Tursi , Danilo Buonsenso , Elena Torri , Andrea Smargiassi , Riccardo Inchingolo , Gino Soldati , Libertario Demi

Ultrasound multifrequency strategy to estimate the lung surface roughness, in silico and in vitro results.

Ultrasonics

Avec: Federico Mento , Matteo Perini , Ciro Malacarne , Libertario Demi

Lung Ultrasound Spectroscopy Applied to the Differential Diagnosis of Pulmonary Diseases: an in vivo multicenter clinical study.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control

Avec: Federico Mento , Mattia Perpenti , Giuliana Barcellona , Tiziano Perrone , Libertario Demi

On the influence of imaging parameters on lung ultrasound B-line artifacts, in vitro study.

The Journal of the Acoustical Society of America

Avec: Federico Mento , Libertario Demi

Dependence of lung ultrasound vertical artifacts on frequency, bandwidth, focus and angle of incidence: An in vitro study.

The Journal of the Acoustical Society of America

Avec: Federico Mento , Libertario Demi

Investigating training-test data splitting strategies for automated segmentation and scoring of COVID-19 lung ultrasound images.

The Journal of the Acoustical Society of America

Avec: Roshan Roshankhah , Yasamin Karbalaeisadegh , Hastings Greer , Federico Mento , Gino Soldati , Andrea Smargiassi , Riccardo Inchingolo , Elena Torri , Tiziano Perrone , Stephen Aylward , Libertario Demi , Marie Muller

Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound.

IEEE transactions on medical imaging

Avec: Subhankar Roy , Willi Menapace , Sebastiaan Oei , Ben Luijten , Enrico Fini , Cristiano Saltori , Iris Huijben , Nishith Chennakeshava , Federico Mento , Alessandro Sentelli , Emanuele Peschiera , Riccardo Trevisan , Giovanni Maschietto , Elena Torri , Riccardo Inchingolo , Andrea Smargiassi , Gino Soldati , Paolo Rota , Andrea Passerini , Ruud J G van Sloun , Elisa Ricci , Libertario Demi

Deep Learning-Based Classification of Reduced Lung Ultrasound Data From COVID-19 Patients.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control

Avec: Umair Khan , Federico Mento , Lucrezia Nicolussi Giacomaz , Riccardo Trevisan , Andrea Smargiassi , Riccardo Inchingolo , Tiziano Perrone , Libertario Demi

Réseau de co-auteurs

Libertario Demi 21 collaborations

Andrea Smargiassi 15 collaborations

Riccardo Inchingolo 14 collaborations

Tiziano Perrone 13 collaborations

Gino Soldati 10 collaborations

Elena Torri 9 collaborations

Francesco Tursi 6 collaborations

Umair Khan 4 collaborations

Veronica Narvena Macioce 4 collaborations

Giovanni Iacca 3 collaborations

Emanuele Peschiera 2 collaborations

Federica Mento 2 collaborations

Leonardo Lucio Custode 2 collaborations

Noreen Fatima 2 collaborations

Sajjad Afrakhteh 2 collaborations

Anna Fiengo 2 collaborations

Danilo Buonsenso 2 collaborations

Riccardo Trevisan 2 collaborations

Dario Ribero 1 collaboration

Valentina Sega 1 collaboration

Domenico Lo Conte 1 collaboration

Alfredo Mellano 1 collaboration

Giuseppe Spinoglio 1 collaboration

Renato Prediletto 1 collaboration

Marcello Demi 1 collaboration

Oz Frank 1 collaboration

Nir Schipper 1 collaboration

Mordehay Vaturi 1 collaboration

Meirav Galun 1 collaboration

Yonina C Eldar 1 collaboration

Shai Bagon 1 collaboration

Alessandro Zanforlin 1 collaboration

Gizem Mert 1 collaboration

Laura De Rosa 1 collaboration

Zihadul Azam 1 collaboration

Iman Komaei 1 collaboration

Giuseppe Currò 1 collaboration

Gabriele Cassaro 1 collaboration

Claudio Lazzara 1 collaboration

Adalberto Barbera 1 collaboration

Michele Ammendola 1 collaboration

Angela Alibrandi 1 collaboration

Giuseppe Navarra 1 collaboration

Leonardo Carrer 1 collaboration

Elena Donini 1 collaboration

Daniele Marinelli 1 collaboration

Massimo Zanetti 1 collaboration

Francesca Bovolo 1 collaboration

Lorenzo Bruzzone 1 collaboration

Domenico Milardi 1 collaboration

Paola Del Giacomo 1 collaboration

Giuseppe De Matteis 1 collaboration

Maria Livia Burzo 1 collaboration

Anna Rita Larici 1 collaboration

Maurizio Pompili 1 collaboration

Francesco Faita 1 collaboration

Domenica Federica Briganti 1 collaboration

Stefano Perlini 1 collaboration

Alberto Mariani 1 collaboration

Elisa Eleonora Mossolani 1 collaboration

Antonio Di Sabatino 1 collaboration

Umberto Sabatini 1 collaboration

Marco Robol 1 collaboration

Carmelo Sofia 1 collaboration

Chiara Di Cienzo 1 collaboration

Matteo Perini 1 collaboration

Ciro Malacarne 1 collaboration

Mattia Perpenti 1 collaboration

Giuliana Barcellona 1 collaboration

Roshan Roshankhah 1 collaboration

Yasamin Karbalaeisadegh 1 collaboration

Hastings Greer 1 collaboration

Stephen Aylward 1 collaboration

Marie Muller 1 collaboration

Subhankar Roy 1 collaboration

Willi Menapace 1 collaboration

Sebastiaan Oei 1 collaboration

Ben Luijten 1 collaboration

Enrico Fini 1 collaboration

Cristiano Saltori 1 collaboration

Iris Huijben 1 collaboration

Nishith Chennakeshava 1 collaboration

Alessandro Sentelli 1 collaboration

Giovanni Maschietto 1 collaboration

Paolo Rota 1 collaboration

Andrea Passerini 1 collaboration

Ruud J G van Sloun 1 collaboration

Elisa Ricci 1 collaboration

Lucrezia Nicolussi Giacomaz 1 collaboration