Han, Xi
Han, Xi
Ingegneria e scienza dell'Informaz (29/10/12-)
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
Evaluating deep learning approaches for AI-assisted lung ultrasound diagnosis: an international multi-center and multi-scanner study
2025-01-01 Muñoz, Mario; Han, Xi; Camacho, Jorge; Perrone, Tiziano; Smargiassi, Andrea; Inchingolo, Riccardo; Tung-Chen, Yale; Demi, Libertario
Exploring Global Clinical Translation: Cross-Validation of Institutional-Specific AI Models for Lung Ultrasound Diagnosis
2025-01-01 Han, Xi; Muñoz, Mario; Camacho, Jorge; Perrone, Tiziano; Smargiassi, Andrea; Inchingolo, Riccardo; Chen, Yale Tung; Demi, Libertario
Federated Learning for Lung Ultrasound Classification Across Age-diverse Patient Populations
2025-01-01 Han, Xi; Khan, Umair; Smargiassi, Andrea; Inchingolo, Riccardo; Torri, Elena; Perrone, Tiziano; Zannin, Emanuela; Rigotti, Camilla; Cattaneo, Federico; Dognini, Giulia; Ventura, Maria Luisa; Iacca, Giovanni; Demi, Libertario
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
TranSLUCEnT: Transferred Sequential Lung Ultrasound Characteristic Encodings-based Transformer for Lung Ultrasound Pattern Classification in Premature Neonates
2024-01-01 Khan, Umair; Fatima, Noreen; Han, Xi; Rigotti, Camilla; Cattaneo, Federico; Dognini, Giulia; Ventura, Maria Luisa; Zannin, Emanuella; Iacca, Giovanni; Demi, Libertario
Video-level Hierarchical Binary Classification of Lung Ultrasound Clinical Data
2025-01-01 Han, Xi; Zannin, Emanuela; Rigotti, Camilla; Cattaneo, Federico; Dognini, Giulia; Ventura, Maria Luisa; Perrone, Tiziano; Smargiassi, Andrea; Inchingolo, Riccardo; Demi, Libertario