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ORCIDMaria Chiara Fiorentino
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2020 – today
- 2024
[j9]Maria Chiara Fiorentino, Francesca Pia Villani, Rafael Benito Herce
, Miguel Ángel González Ballester, Adriano Mancini, Karen López-Linares Román:
An intensity-based self-supervised domain adaptation method for intervertebral disc segmentation in magnetic resonance imaging. Int. J. Comput. Assist. Radiol. Surg. 19(9): 1753-1761 (2024)- [j8]Giovanna Migliorelli, Maria Chiara Fiorentino, Mariachiara Di Cosmo, Francesca Pia Villani, Adriano Mancini, Sara Moccia:
On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging. Comput. Biol. Medicine 174: 108430 (2024) - [j7]Angelo Lasala, Maria Chiara Fiorentino, Andrea Bandini, Sara Moccia:
FetalBrainAwareNet: Bridging GANs with anatomical insight for fetal ultrasound brain plane synthesis. Comput. Medical Imaging Graph. 116: 102405 (2024) - [j6]Luca Rossi, Maria Chiara Fiorentino, Adriano Mancini, Marina Paolanti, Riccardo Rosati, Primo Zingaretti:
Generalizability and robustness evaluation of attribute-based zero-shot learning. Neural Networks 175: 106278 (2024) - 2023
- [j5]Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia:
A review on deep-learning algorithms for fetal ultrasound-image analysis. Medical Image Anal. 83: 102629 (2023) - [c8]Angelo Lasala, Maria Chiara Fiorentino, Silvestro Micera, Andrea Bandini, Sara Moccia:
Exploiting class activation mappings as prior to generate fetal brain ultrasound images with GANs. EMBC 2023: 1-4 - [c7]Francesca Pia Villani, Alberto Paderno, Maria Chiara Fiorentino, Alessandro Casella, Cesare Piazza, Sara Moccia:
Classifying Vocal Folds Fixation from Endoscopic Videos with Machine Learning. EMBC 2023: 1-4 - [c6]Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Mucaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia:
A Federated Learning Framework for Stenosis Detection. ICIAP Workshops (2) 2023: 211-222 - [i2]Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Mucaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia:
A Federated Learning Framework for Stenosis Detection. CoRR abs/2310.19445 (2023) - 2022
- [j4]Maria Chiara Fiorentino, Edoardo Cipolletta, Emilio Filippucci, Walter Grassi, Emanuele Frontoni, Sara Moccia:
A deep-learning framework for metacarpal-head cartilage-thickness estimation in ultrasound rheumatological images. Comput. Biol. Medicine 141: 105117 (2022) - [j3]Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Emanuele Frontoni, Gianluca Smerilli, Emilio Filippucci, Sara Moccia:
A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet. Medical Biol. Eng. Comput. 60(11): 3255-3264 (2022) - [i1]Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia:
A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis. CoRR abs/2201.12260 (2022) - 2021
- [j2]Sara Moccia, Maria Chiara Fiorentino, Emanuele Frontoni:
Mask-R2CNN: a distance-field regression version of Mask-RCNN for fetal-head delineation in ultrasound images. Int. J. Comput. Assist. Radiol. Surg. 16(10): 1711-1718 (2021) - [j1]Maria Chiara Fiorentino, Sara Moccia, Morris Capparuccini, Sara Giamberini, Emanuele Frontoni:
A regression framework to head-circumference delineation from US fetal images. Comput. Methods Programs Biomed. 198: 105771 (2021) - [c5]Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Gianmarco Sartini, Gianluca Smerilli, Emilio Filippucci, Emanuele Frontoni, Sara Moccia:
Learning-Based Median Nerve Segmentation From Ultrasound Images For Carpal Tunnel Syndrome Evaluation. EMBC 2021: 3025-3028
2010 – 2019
- 2019
- [c4]Giulia Belgiovine, Marianna Capecci, Lucio Ciabattoni, Maria Chiara Fiorentino, Gabriele Foresi, Andrea Monteriù, Lucia Pepa:
Design and Implementation of a Real-Time Upper Limbs Dyskinesia Detection System. ICCE 2019: 1-2 - [c3]Maria Chiara Fiorentino, Sara Moccia, Edoardo Cipolletta, Emilio Filippucci, Emanuele Frontoni:
A Learning Approach for Informative-Frame Selection in US Rheumatology Images. ICIAP Workshops 2019: 228-236 - [c2]Lucia Migliorelli, Sara Moccia, Ismaela Avellino, Maria Chiara Fiorentino, Emanuele Frontoni:
MyDi application: Towards automatic activity annotation of young patients with Type 1 diabetes. ISCT 2019: 220-224 - 2018
- [c1]Giulia Belgiovine, Marianna Capecci, Lucio Ciabattoni, Maria Chiara Fiorentino, Gabriele Foresi, Andrea Monteriù, Lucia Pepa:
Upper and Lower Limbs Dyskinesia Detection for Patients with Parkinson's Disease. GCCE 2018: 704-705
Coauthor Index
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