Segui
Francesca Pia Villani
Francesca Pia Villani
PostDoctoral Researcher, UniversitÓ Politecnica delle Marche
Email verificata su staff.univpm.it
Titolo
Citata da
Citata da
Anno
A review on deep-learning algorithms for fetal ultrasound-image analysis
MC Fiorentino, FP Villani, M Di Cosmo, E Frontoni, S Moccia
Medical Image Analysis 83, 102629, 2023
702023
Learning-based median nerve segmentation from ultrasound images for carpal tunnel syndrome evaluation
M Di Cosmo, MC Fiorentino, FP Villani, G Sartini, G Smerilli, E Filippucci, ...
2021 43rd Annual International Conference of the IEEE Engineering iná…, 2021
152021
Artificial intelligence in clinical endoscopy: Insights in the field of videomics
A Paderno, F Gennarini, A Sordi, C Montenegro, D Lancini, FP Villani, ...
Frontiers in Surgery 9, 933297, 2022
142022
A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet
M Di Cosmo, MC Fiorentino, FP Villani, E Frontoni, G Smerilli, E Filippucci, ...
Medical & Biological Engineering & Computing 60 (11), 3255-3264, 2022
102022
Instance segmentation of upper aerodigestive tract cancer: site-specific outcomes
A Paderno, FP Villani, M Fior, G Berretti, F Gennarini, G Zigliani, E Ulaj, ...
Acta Otorhinolaryngologica Italica 43 (4), 283, 2023
52023
Development of an Augmented Reality system based on marker tracking for robotic assisted minimally invasive spine surgery
FP Villani, M Di Cosmo, ┴B Simonetti, E Frontoni, S Moccia
International Conference on Pattern Recognition, 461-475, 2021
52021
Knowledge distillation on individual vertebrae segmentation exploiting 3D U-Net
L Serrador, FP Villani, S Moccia, CP Santos
Computerized Medical Imaging and Graphics 113, 102350, 2024
32024
Deep learning in endoscopy: the importance of standardisation
A Paderno, FP Villani, A Sordi, C Montenegro, S Moccia
Acta Otorhinolaryngologica Italica 43 (6), 430, 2023
22023
Classifying Vocal Folds Fixation from Endoscopic Videos with Machine Learning
FP Villani, A Paderno, MC Fiorentino, A Casella, C Piazza, S Moccia
2023 45th Annual International Conference of the IEEE Engineering iná…, 2023
22023
An intensity-based self-supervised domain adaptation method for intervertebral disc segmentation in magnetic resonance imaging
MC Fiorentino, FP Villani, R Benito Herce, MA Gonzßlez Ballester, ...
International Journal of Computer Assisted Radiology and Surgery, 1-9, 2024
2024
On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging
G Migliorelli, MC Fiorentino, M Di Cosmo, FP Villani, A Mancini, S Moccia
Computers in Biology and Medicine 174, 108430, 2024
2024
Il sistema al momento non pu˛ eseguire l'operazione. Riprova pi¨ tardi.
Articoli 1–11