Maria Chiara Fiorentino

28 papers C 1Journal 17Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adapt or specialize? A comprehensive evaluation of adapted SAM versus task-specific CNNs for fetal abdominal segmentation. Comput. Methods Programs Biomed. Maria Chiara Fiorentino, Lorenzo Federici, Alessandro Pietro La Camera, Enrico Gianluca Caiani
2026	J	`jnl`	FetalMLOps: operationalizing machine learning models for standard fetal ultrasound plane classification. Medical Biol. Eng. Comput. Matteo Testi, Maria Chiara Fiorentino, Matteo Ballabio, Giorgio Visani, Massimo Ciccozzi, Emanuele Frontoni, Sara Moccia, Gennaro Vessio
2026	J	`jnl`	Two-step latent diffusion modelling for morphology-guided synthesis of glioma intraoperative ultrasound images. Biomed. Signal Process. Control. Angelo Lasala, Maria Chiara Fiorentino, Andrea Bandini, Sara Moccia, Stamatia Giannarou
2025	—	`conf`	Automatic Quality Assurance and Subcortical Brain Segmentation in Pediatric Ultra-Low-Field MRI: Exploring Ordinal Learning and Foundation Model Adaptation. LISA@MICCAI Raquel González López, Maria Chiara Fiorentino, Gerard Martí-Juan, Oscar Camara, Miguel Ángel González Ballester
2025	J	`jnl`	Contrastive prototype federated learning against noisy labels in fetal standard plane detection. Int. J. Comput. Assist. Radiol. Surg. Maria Chiara Fiorentino, Giovanna Migliorelli, Francesca Pia Villani, Emanuele Frontoni, Sara Moccia
2025	J	`jnl`	FedStenoNet: tackling domain shift in x-ray coronary angiography through a personalized federated detection framework. Comput. Biol. Medicine Mariachiara Di Cosmo, Giovanna Migliorelli, Francesca Pia Villani, Matteo Francioni, Andi Mucaj, Emanuele Frontoni, Sara Moccia, Maria Chiara Fiorentino
2025	J	`jnl`	Uncovering ethical biases in publicly available fetal ultrasound datasets. npj Digit. Medicine Maria Chiara Fiorentino, Sara Moccia, Mariachiara Di Cosmo, Emanuele Frontoni, Benedetta Giovanola, Simona Tiribelli
2024	—	`conf`	A Multi-Task Deep Learning Approach for the Assessment of COVID-19 in Lung Ultrasound. MetroXRAINE Maria Chiara Fiorentino, Riccardo Rosati, Lorenzo Federici, Primo Zingaretti
2024	J	`jnl`	An intensity-based self-supervised domain adaptation method for intervertebral disc segmentation in magnetic resonance imaging. Int. J. Comput. Assist. Radiol. Surg. Maria Chiara Fiorentino, Francesca Pia Villani, Rafael Benito Herce, Miguel Ángel González Ballester, Adriano Mancini, Karen López-Linares Román
2024	J	`jnl`	FetalBrainAwareNet: Bridging GANs with anatomical insight for fetal ultrasound brain plane synthesis. Comput. Medical Imaging Graph. Angelo Lasala, Maria Chiara Fiorentino, Andrea Bandini, Sara Moccia
2024	J	`jnl`	Generalizability and robustness evaluation of attribute-based zero-shot learning. Neural Networks Luca Rossi, Maria Chiara Fiorentino, Adriano Mancini, Marina Paolanti, Riccardo Rosati, Primo Zingaretti
2024	J	`jnl`	On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging. Comput. Biol. Medicine Giovanna Migliorelli, Maria Chiara Fiorentino, Mariachiara Di Cosmo, Francesca Pia Villani, Adriano Mancini, Sara Moccia
2024	—	`conf`	Vision Transformer Approaches for COVID-19 Pneumonia Assessment in Lung Ultrasound Images. MetroXRAINE Maria Chiara Fiorentino, Riccardo Rosati, Andrian Melnic, Edoardo Conti, Primo Zingaretti
2023	—	`conf`	A Federated Learning Framework for Stenosis Detection. ICIAP Workshops (2) Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Mucaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia
2023	J	`jnl`	A Federated Learning Framework for Stenosis Detection. CoRR Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Mucaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia
2023	J	`jnl`	A review on deep-learning algorithms for fetal ultrasound-image analysis. Medical Image Anal. Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia
2023	—	`conf`	Classifying Vocal Folds Fixation from Endoscopic Videos with Machine Learning. EMBC Francesca Pia Villani, Alberto Paderno, Maria Chiara Fiorentino, Alessandro Casella, Cesare Piazza, Sara Moccia
2023	—	`conf`	Exploiting class activation mappings as prior to generate fetal brain ultrasound images with GANs. EMBC Angelo Lasala, Maria Chiara Fiorentino, Silvestro Micera, Andrea Bandini, Sara Moccia
2022	J	`jnl`	A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis. CoRR Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia
2022	J	`jnl`	A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet. Medical Biol. Eng. Comput. Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Emanuele Frontoni, Gianluca Smerilli, Emilio Filippucci, Sara Moccia
2022	J	`jnl`	A deep-learning framework for metacarpal-head cartilage-thickness estimation in ultrasound rheumatological images. Comput. Biol. Medicine Maria Chiara Fiorentino, Edoardo Cipolletta, Emilio Filippucci, Walter Grassi, Emanuele Frontoni, Sara Moccia
2021	J	`jnl`	A regression framework to head-circumference delineation from US fetal images. Comput. Methods Programs Biomed. Maria Chiara Fiorentino, Sara Moccia, Morris Capparuccini, Sara Giamberini, Emanuele Frontoni
2021	—	`conf`	Learning-Based Median Nerve Segmentation From Ultrasound Images For Carpal Tunnel Syndrome Evaluation. EMBC Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Gianmarco Sartini, Gianluca Smerilli, Emilio Filippucci, Emanuele Frontoni, Sara Moccia
2021	J	`jnl`	Mask-R Int. J. Comput. Assist. Radiol. Surg. Sara Moccia, Maria Chiara Fiorentino, Emanuele Frontoni
2019	—	`conf`	A Learning Approach for Informative-Frame Selection in US Rheumatology Images. ICIAP Workshops Maria Chiara Fiorentino, Sara Moccia, Edoardo Cipolletta, Emilio Filippucci, Emanuele Frontoni
2019	C	`conf`	Design and Implementation of a Real-Time Upper Limbs Dyskinesia Detection System. ICCE Giulia Belgiovine, Marianna Capecci, Lucio Ciabattoni, Maria Chiara Fiorentino, Gabriele Foresi, Andrea Monteriù, Lucia Pepa
2019	—	`conf`	MyDi application: Towards automatic activity annotation of young patients with Type 1 diabetes. ISCT Lucia Migliorelli, Sara Moccia, Ismaela Avellino, Maria Chiara Fiorentino, Emanuele Frontoni
2018	—	`conf`	Upper and Lower Limbs Dyskinesia Detection for Patients with Parkinson's Disease. GCCE Giulia Belgiovine, Marianna Capecci, Lucio Ciabattoni, Maria Chiara Fiorentino, Gabriele Foresi, Andrea Monteriù, Lucia Pepa