Francesca Pia Villani

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Ultrasound Images

Endoscopic Video

Top Venues

Medical Image Anal.

Comput. Biol. Medicine

Publications

Luís Serrador, Francesca Pia Villani, Sara Moccia, Cristina P. Santos
Knowledge distillation on individual vertebrae segmentation exploiting 3D U-Net. Comput. Medical Imaging Graph. 113 (2024)
Giovanna Migliorelli, Maria Chiara Fiorentino, Mariachiara Di Cosmo, Francesca Pia Villani, Adriano Mancini, Sara Moccia
On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging. Comput. Biol. Medicine 174 (2024)
Francesca Pia Villani, Alberto Paderno, Maria Chiara Fiorentino, Alessandro Casella, Cesare Piazza, Sara Moccia
Classifying Vocal Folds Fixation from Endoscopic Videos with Machine Learning. EMBC (2023)
Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia
A review on deep-learning algorithms for fetal ultrasound-image analysis. Medical Image Anal. 83 (2023)
Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia
A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis. CoRR (2022)
Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Emanuele Frontoni, Gianluca Smerilli, Emilio Filippucci, Sara Moccia
A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet. Medical Biol. Eng. Comput. 60 (11) (2022)
Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Gianmarco Sartini, Gianluca Smerilli, Emilio Filippucci, Emanuele Frontoni, Sara Moccia
Learning-Based Median Nerve Segmentation From Ultrasound Images For Carpal Tunnel Syndrome Evaluation. EMBC (2021)
Francesca Pia Villani, Mariachiara Di Cosmo, Álvaro Bertelsen Simonetti, Emanuele Frontoni, Sara Moccia
Development of an Augmented Reality System Based on Marker Tracking for Robotic Assisted Minimally Invasive Spine Surgery. ICPR Workshops (1) (2020)