| A review on deep-learning algorithms for fetal ultrasound-image analysis MC Fiorentino, FP Villani, M Di Cosmo, E Frontoni, S Moccia Medical Image Analysis 83, 102629, 2023 | 112 | 2023 |
| Artificial intelligence in clinical endoscopy: Insights in the field of videomics A Paderno, F Gennarini, A Sordi, C Montenegro, D Lancini, FP Villani, ... Frontiers in Surgery 9, 933297, 2022 | 20 | 2022 |
| A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet M Di Cosmo, MC Fiorentino, FP Villani, E Frontoni, G Smerilli, E Filippucci, ... Medical & Biological Engineering & Computing 60 (11), 3255-3264, 2022 | 16 | 2022 |
| Learning-based median nerve segmentation from ultrasound images for carpal tunnel syndrome evaluation M Di Cosmo, MC Fiorentino, FP Villani, G Sartini, G Smerilli, E Filippucci, ... 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 16 | 2021 |
| Knowledge distillation on individual vertebrae segmentation exploiting 3D U-Net L Serrador, FP Villani, S Moccia, CP Santos Computerized Medical Imaging and Graphics 113, 102350, 2024 | 9 | 2024 |
| Instance segmentation of upper aerodigestive tract cancer: site-specific outcomes A Paderno, FP Villani, M Fior, G Berretti, F Gennarini, G Zigliani, E Ulaj, ... Acta Otorhinolaryngologica Italica 43 (4), 283, 2023 | 9 | 2023 |
| Classifying vocal folds fixation from endoscopic videos with machine learning FP Villani, A Paderno, MC Fiorentino, A Casella, C Piazza, S Moccia 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 6 | 2023 |
| Development of an Augmented Reality system based on marker tracking for robotic assisted minimally invasive spine surgery FP Villani, M Di Cosmo, ÁB Simonetti, E Frontoni, S Moccia International Conference on Pattern Recognition, 461-475, 2021 | 6 | 2021 |
| On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging G Migliorelli, MC Fiorentino, M Di Cosmo, FP Villani, A Mancini, S Moccia Computers in Biology and Medicine 174, 108430, 2024 | 4 | 2024 |
| Deep learning in endoscopy: the importance of standardisation A Paderno, FP Villani, A Sordi, C Montenegro, S Moccia ACTA Otorhinolaryngologica Italica 43 (6), 430, 2023 | 2 | 2023 |
| An intensity-based self-supervised domain adaptation method for intervertebral disc segmentation in magnetic resonance imaging MC Fiorentino, FP Villani, R Benito Herce, MA González Ballester, ... International Journal of Computer Assisted Radiology and Surgery 19 (9 …, 2024 | 1 | 2024 |
| A Deep-Learning Approach for Vocal Fold Pose Estimation in Videoendoscopy FP Villani, MC Fiorentino, L Federici, C Piazza, E Frontoni, A Paderno, ... Journal of Imaging Informatics in Medicine, 1-11, 2025 | | 2025 |
| Unveiling healthcare data archiving: Exploring the role of artificial intelligence in medical image analysis F Villani | | 2024 |
