Khan, Umair
Khan, Umair
Ingegneria e scienza dell'Informaz (29/10/12-)
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
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-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
Effectiveness of transferring ultrasound deep learning models from adults to pediatrics for frame based pneumonia classification
2023-01-01 Thompson, Russell; Khan, Umair; Li, Jason; Etter, Lauren; Camelo, Ingrid; Pieciak, Rachel; Castro-Aragon, Ilse; Setty, Bindu; Gill, Christopher; Demi, Libertario; Betke, Margrit
Impact of pixel, intensity, & temporal resolution on automatic scoring of LUS from Coronavirus disease 2019 patients
2022-01-01 Khan, Umair; Mento, Federico; Giacomaz, Lucrezia Nicolussi; Trevisan, Riccardo; Demi, Libertario; Smargiassi, Andrea; Inchingolo, Riccardo; Perrone, Tiziano
Multicenter Study on Lung Ultrasound COVID-19 and Post-COVID-19 Patients and On the Impact of Pixel Resolution on Automated Scoringof Lung Ultrasound Images From COVID-19 Patients
2022-01-01 Demi, Libertario; Mento, Federico; Khan, Umair; Nicolussi, Lucrezia; Smargiassi, Andrea; Inchigolo, Riccardo; Perrone, Tiziano
On the impact of pixel resolution on automated scoring of lung ultrasound images from coronavirus disease 2019 patients
2022-01-01 Khan, Umair; Mento, Federico; Giacomaz, Lucrezia N.; Trevisan, Riccardo; Smargiassi, Andrea; Inchingolo, Riccardo; Perrone, Tiziano; Demi, Libertario
State of the Art in Lung Ultrasound, Shifting from Qualitative to Quantitative Analyses
2022-01-01 Mento, Federico; Khan, Umair; Faita, Francesco; Smargiassi, Andrea; Inchingolo, Riccardo; Perrone, Tiziano; Demi, Libertario