Francesca Pia Villani

According to our database, Francesca Pia Villani authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

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., September, 2024

Knowledge distillation on individual vertebrae segmentation exploiting 3D U-Net.

Luís Serrador, Francesca Pia Villani, Sara Moccia, Cristina P. Santos

Comput. Medical Imaging Graph., 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

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

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

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

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

2020

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

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020