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 A regression framework to head-circumference delineation from US fetal images MC Fiorentino, S Moccia, M Capparuccini, S Giamberini, E Frontoni
Computer methods and programs in biomedicine 198, 105771, 2021
46 2021 Mask-R S Moccia, MC Fiorentino, E Frontoni
International Journal of Computer Assisted Radiology and Surgery 16 (10 …, 2021
27 2021 A deep-learning framework for metacarpal-head cartilage-thickness estimation in ultrasound rheumatological images MC Fiorentino, E Cipolletta, E Filippucci, W Grassi, E Frontoni, S Moccia
Computers in Biology and Medicine 141, 105117, 2022
25 2022 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
24 2022 Artificial intelligence for ultrasound informative image selection of metacarpal head cartilage. A pilot study E Cipolletta, MC Fiorentino, S Moccia, I Guidotti, W Grassi, E Filippucci, ...
Frontiers in Medicine 8, 589197, 2021
17 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
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 A learning approach for informative-frame selection in US rheumatology images MC Fiorentino, S Moccia, E Cipolletta, E Filippucci, E Frontoni
New Trends in Image Analysis and Processing–ICIAP 2019: ICIAP International …, 2019
9 2019 FetalBrainAwareNet: Bridging GANs with anatomical insight for fetal ultrasound brain plane synthesis A Lasala, MC Fiorentino, A Bandini, S Moccia
Computerized Medical Imaging and Graphics, 102405, 2024
6 2024 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 Association between accelerations and decelerations of fetal heart rate A Agostinelli, G Belgiovine, MC Fiorentino, G Turri, A Sbrollini, L Burattini, ...
EMBEC & NBC 2017: joint conference of the European medical and biological …, 2018
6 2018 Generalizability and robustness evaluation of attribute-based zero-shot learning L Rossi, MC Fiorentino, A Mancini, M Paolanti, R Rosati, P Zingaretti
Neural Networks 175, 106278, 2024
4 2024 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 Exploiting class activation mappings as prior to generate fetal brain ultrasound images with GANs A Lasala, MC Fiorentino, S Micera, A Bandini, S Moccia
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
4 2023 MyDi application: Towards automatic activity annotation of young patients with Type 1 diabetes L Migliorelli, S Moccia, I Avellino, MC Fiorentino, E Frontoni
2019 IEEE 23rd International Symposium on Consumer Technologies (ISCT), 220-224, 2019
4 2019 Upper limbs dyskinesia detection and classification for patients with parkinson's disease based on consumer electronics devices G Belgiovine, M Capecci, L Ciabattoni, MC Fiorentino, A Montcriù, L Pepa, ...
2018 Zooming Innovation in Consumer Technologies Conference (ZINC), 156-157, 2018
3 2018 Artificial Intelligence in Rheumatology and Musculoskeletal Diseases E Cipolletta, MC Fiorentino, FA Vreju, S Moccia, E Filippucci
Frontiers in Medicine 11, 1402871, 2024
2 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
2 2023 Design and implementation of a real-time upper limbs dyskinesia detection system G Belgiovine, M Capecci, L Ciabattoni, MC Fiorentino, G Foresi, ...
2019 IEEE International Conference on Consumer Electronics (ICCE), 1-2, 2019
2 2019 
Emanuele FrontoniFull Professor of Computer Engineering UNIMC & co-director VRAI LabCorreu electrònic verificat a unimc.it