Francesca Pia Villani

A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet

Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani et al. · Medical & Biological Engineering & Computing · 2022 · 31 citations · Full text

On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging

Giovanna Migliorelli, Maria Chiara Fiorentino, Mariachiara Di Cosmo et al. · Computers in Biology and Medicine · 2024 · 20 citations · Full text

Standard-plane Classification, Medical Ultrasound, Image Analysis +13

Learning-Based Median Nerve Segmentation From Ultrasound Images For Carpal Tunnel Syndrome Evaluation

Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani et al. · 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) · 2021 · 15 citations

Convolutional Neural Network, Engineering, Machine Learning +17

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

Luís Serrador, Francesca Pia Villani, Sara Moccia et al. · Computerized Medical Imaging and Graphics · 2024 · 14 citations · Full text