Maria Chiara Fiorentino

According to our database, Maria Chiara Fiorentino authored at least 13 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

A review on deep-learning algorithms for fetal ultrasound-image analysis.

Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia

Medical Image Anal., 2023

A Federated Learning Framework for Stenosis Detection.

Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Mucaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Classifying Vocal Folds Fixation from Endoscopic Videos with Machine Learning.

Francesca Pia Villani, Alberto Paderno, Maria Chiara Fiorentino, Alessandro Casella, Cesare Piazza, Sara Moccia

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Exploiting class activation mappings as prior to generate fetal brain ultrasound images with GANs.

Angelo Lasala, Maria Chiara Fiorentino, Silvestro Micera, Andrea Bandini, Sara Moccia

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet.

Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Emanuele Frontoni, Gianluca Smerilli, Emilio Filippucci, Sara Moccia

Medical Biol. Eng. Comput., 2022

A deep-learning framework for metacarpal-head cartilage-thickness estimation in ultrasound rheumatological images.

Maria Chiara Fiorentino, Edoardo Cipolletta, Emilio Filippucci, Walter Grassi, Emanuele Frontoni, Sara Moccia

Comput. Biol. Medicine, 2022

2021

A regression framework to head-circumference delineation from US fetal images.

Maria Chiara Fiorentino, Sara Moccia, Morris Capparuccini, Sara Giamberini, Emanuele Frontoni

Comput. Methods Programs Biomed., 2021

Mask-R²CNN: a distance-field regression version of Mask-RCNN for fetal-head delineation in ultrasound images.

Sara Moccia, Maria Chiara Fiorentino, Emanuele Frontoni

Int. J. Comput. Assist. Radiol. Surg., 2021

Learning-Based Median Nerve Segmentation From Ultrasound Images For Carpal Tunnel Syndrome Evaluation.

Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Gianmarco Sartini, Gianluca Smerilli, Emilio Filippucci, Emanuele Frontoni, Sara Moccia

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2019

MyDi application: Towards automatic activity annotation of young patients with Type 1 diabetes.

Lucia Migliorelli, Sara Moccia, Ismaela Avellino, Maria Chiara Fiorentino, Emanuele Frontoni

Proceedings of the IEEE 23rd International Symposium on Consumer Technologies, 2019

A Learning Approach for Informative-Frame Selection in US Rheumatology Images.

Maria Chiara Fiorentino, Sara Moccia, Edoardo Cipolletta, Emilio Filippucci, Emanuele Frontoni

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

Design and Implementation of a Real-Time Upper Limbs Dyskinesia Detection System.

Giulia Belgiovine, Marianna Capecci, Lucio Ciabattoni, Maria Chiara Fiorentino, Gabriele Foresi, Andrea Monteriù, Lucia Pepa

Proceedings of the IEEE International Conference on Consumer Electronics, 2019

2018

Upper and Lower Limbs Dyskinesia Detection for Patients with Parkinson's Disease.

Giulia Belgiovine, Marianna Capecci, Lucio Ciabattoni, Maria Chiara Fiorentino, Gabriele Foresi, Andrea Monteriù, Lucia Pepa

Proceedings of the IEEE 7th Global Conference on Consumer Electronics, 2018