Development of an Augmented Reality System Based on Marker Tracking for Robotic Assisted Minimally Invasive Spine Surgery. - Francesca Pia Villani; Mariachiara Di Cosmo; Álvaro Bertelsen Simonetti; Emanuele Frontoni; Sara Moccia (ICPR Workshops (1), 2020)

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)

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)

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 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)

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)

Knowledge distillation on individual vertebrae segmentation exploiting 3D U-Net. - Luís Serrador; Francesca Pia Villani; Sara Moccia; Cristina P. Santos 001 (Comput. Medical Imaging Graph., 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)

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)