Francesca Pia Villani

12 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
AI-Driven Surgical Tool Localization in Microsurgical Training Simulations.
XR (7)
Flavio Di Lisio, Angelo Lasala, Francesca Pia Villani, Olimpia Mani, Andrea Poggetti, Sandra Pfanner, Marina Carbone, Paolo Domenico Parchi, Emanuele Frontoni, Sara Moccia
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
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
Knowledge distillation on individual vertebrae segmentation exploiting 3D U-Net.
Comput. Medical Imaging Graph.
Luís Serrador, Francesca Pia Villani, Sara Moccia, Cristina P. Santos
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
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
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
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
2020 — conf
Development of an Augmented Reality System Based on Marker Tracking for Robotic Assisted Minimally Invasive Spine Surgery.
ICPR Workshops (1)
Francesca Pia Villani, Mariachiara Di Cosmo, Álvaro Bertelsen Simonetti, Emanuele Frontoni, Sara Moccia