| 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 | 59 | 2023 |
| Development of a convolutional neural network for the identification and the measurement of the median nerve on ultrasound images acquired at carpal tunnel level G Smerilli, E Cipolletta, G Sartini, E Moscioni, M Di Cosmo, MC Fiorentino, ... Arthritis Research & Therapy 24 (1), 38, 2022 | 19 | 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 | 15 | 2021 |
| 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 | 8 | 2022 |
| 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 | 3 | 2021 |
| Quantification of fetal ST-segment deviations A Agostinelli, M Di Cosmo, A Sbrollini, L Burattini, M Morettini, F Di Nardo, ... 2017 Computing in Cardiology (CinC), 1-4, 2017 | 2 | 2017 |
| 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, 108430, 2024 | | 2024 |
| A Federated Learning Framework for Stenosis Detection M Di Cosmo, G Migliorelli, M Francioni, A Muçaj, A Maolo, A Aprile, ... International Conference on Image Analysis and Processing, 211-222, 2023 | | 2023 |
| A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis M Chiara Fiorentino, FP Villani, M Di Cosmo, E Frontoni, S Moccia arXiv e-prints, arXiv: 2201.12260, 2022 | | 2022 |
| Deep learning based 2D-3D registration system for augmented visualization in Image Guided Endovascular Surgery M DI COSMO | | 2019 |
Emanuele FrontoniFull Professor of Computer Engineering UNIMC & co-director VRAI LabVerified email at unimc.it
