Maria Chiara Fiorentino

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Ultrasound Images

Learning Algorithm

Top Venues

Comput. Biol. Medicine

ICIAP Workshops (2)

Publications

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 (2024)
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 (2024)
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 (2024)
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)
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 (2023)
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)
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)
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 (2023)
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 (2022)
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 (2022)
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) (2022)
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 (2021)
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)
Sara Moccia, Maria Chiara Fiorentino, Emanuele Frontoni
CNN: a distance-field regression version of Mask-RCNN for fetal-head delineation in ultrasound images. Int. J. Comput. Assist. Radiol. Surg. 16 (10) (2021)
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)
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)
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)
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)