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 (GCCE, 2018)

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 (ICCE, 2019)

A Learning Approach for Informative-Frame Selection in US Rheumatology Images. - Maria Chiara Fiorentino; Sara Moccia; Edoardo Cipolletta; Emilio Filippucci; Emanuele Frontoni (ICIAP Workshops, 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 (ISCT, 2019)

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 (EMBC, 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)

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)

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)

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)

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 (EMBC, 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 (EMBC, 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 (ICIAP Workshops (2), 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 Multi-Task Deep Learning Approach for the Assessment of COVID-19 in Lung Ultrasound. - Maria Chiara Fiorentino; Riccardo Rosati 002; Lorenzo Federici; Primo Zingaretti (MetroXRAINE, 2024)

Vision Transformer Approaches for COVID-19 Pneumonia Assessment in Lung Ultrasound Images. - Maria Chiara Fiorentino; Riccardo Rosati 002; Andrian Melnic; Edoardo Conti; Primo Zingaretti (MetroXRAINE, 2024)

On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging. - Giovanna Migliorelli; Maria Chiara Fiorentino; Mariachiara Di Cosmo; Francesca Pia Villani; Adriano Mancini; Sara Moccia (Comput. Biol. Medicine, 2024)

FetalBrainAwareNet: Bridging GANs with anatomical insight for fetal ultrasound brain plane synthesis. - Angelo Lasala; Maria Chiara Fiorentino; Andrea Bandini; Sara Moccia (Comput. Medical Imaging Graph., 2024)

Generalizability and robustness evaluation of attribute-based zero-shot learning. - Luca Rossi 007; Maria Chiara Fiorentino; Adriano Mancini; Marina Paolanti; Riccardo Rosati 002; Primo Zingaretti (Neural Networks, 2024)

An intensity-based self-supervised domain adaptation method for intervertebral disc segmentation in magnetic resonance imaging. - Maria Chiara Fiorentino; Francesca Pia Villani; Rafael Benito Herce; Miguel Ángel González Ballester; Adriano Mancini; Karen López-Linares Román (Int. J. Comput. Assist. Radiol. Surg., 2024)

Uncovering ethical biases in publicly available fetal ultrasound datasets. - Maria Chiara Fiorentino; Sara Moccia; Mariachiara Di Cosmo; Emanuele Frontoni; Benedetta Giovanola; Simona Tiribelli (npj Digit. Medicine, 2025)

Contrastive prototype federated learning against noisy labels in fetal standard plane detection. - Maria Chiara Fiorentino; Giovanna Migliorelli; Francesca Pia Villani; Emanuele Frontoni; Sara Moccia (Int. J. Comput. Assist. Radiol. Surg., 2025)