Khan, Umair
Khan, Umair
A Novel Weighted Majority Voting-Based Ensemble Framework for Lung Ultrasound Pattern Classification in Pneumonia Patients
2023-01-01 Khan, Umair; Smargiassi, Andrea; Inchingolo, Riccardo; Demi, Libertario
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
Can Data from One Medical Center be Enough to Generalize Lung Ultrasound Pattern Classification? A Multi-Center Domain Generalization Study
2023-01-01 Khan, Umair; Torri, Elena; Smargiassi, Andrea; Inchingolo, Riccardo; 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
Curated and Annotated Dataset of Lung US Images of Zambian Children with Clinical Pneumonia
2024-01-01 Etter, Lauren; Betke, Margrit; Camelo, Ingrid Y.; Gill, Christopher J.; Pieciak, Rachel; Thompson, Russell; Demi, Libertario; Khan, Umair; Wheelock, Alyse; Katanga, Janet; Setty, Bindu N.; Castro-Aragon, Ilse
Deep learning approaches for automated classification of neonatal lung ultrasound with assessment of human-to-AI interrater agreement
2024-01-01 Fatima, Noreen; Khan, Umair; Han, Xi; Zannin, Emanuela; Rigotti, Camilla; Cattaneo, Federico; Dognini, Giulia; Ventura, Maria Luisa; 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
FLUEnT: Transformer for detecting lung consolidations in videos using fused lung ultrasound encodings
2024-01-01 Khan, Umair; Thompson, Russell; Li, Jason; Etter, Lauren P.; Camelo, Ingrid; Pieciak, Rachel C.; Castro-Aragon, Ilse; Setty, Bindu; Gill, Christopher C.; Demi, Libertario; Betke, Margrit
Human-to-AI interrater agreement for lung ultrasound scoring in lung disease of prematurity
2024-01-01 Zannin, Emanuela; Rigotti, Camilla; Fatima, Noreen; Cattaneo, Federico; Khan, Umair; Dognini, Giulia; Han, Xi; Ventura, Maria Luisa; Demi, Libertario
Imaging Analysis and Deep Learning based approaches for Automated Lung Ultrasound Pattern Classification
2024-02-27 Khan, Umair
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
Investigating effective transfer of deep learning models from adults to children for lung ultrasound data analysis
2023-01-01 Thompson, Russell; Khan, Umair; Li, Jason; Etter, P. Lauren; Camello, Ingrid; Pieciak, C; Rachel, ; Castro-Aragon, Ilse; Setty, Bindu; Gill, C. Gill; Demi, Libertario; Betke, Margrit
Low-complexity lung ultrasound video scoring by means of intensity projection-based video compression
2024-01-01 Khan, Umair; Afrakhteh, Sajjad; Mento, Federico; Mert, Gizem; Smargiassi, Andrea; Inchingolo, Riccardo; Tursi, Francesco; Macioce, Veronica Narvena; Perrone, Tiziano; Iacca, Giovanni; Demi, Libertario
Lung ultrasound patterns analysis at video and prognostic level in a resource-constrained setting
2023-01-01 Khan, Umair; Afrakhteh, Sajjad; Mento, Federico; Smargiassi, Andrea; Inchingolo, Riccardo; Tursi, Francesco; Narvena, Veronica; Perrone, Tiziano; Iacca, Giovanni; Demi, Libertario
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