Luca Marsilio

According to our database, Luca Marsilio authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint clinical assessment in shoulder CT scans.

Luca Marsilio, Davide Marzorati, Matteo Rossi, Andrea Moglia, Luca T. Mainardi, Alfonso Manzotti, Pietro Cerveri

Artif. Intell. Medicine, 2025

2024

Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint assessment in shoulder CT scans.

Luca Marsilio, Davide Marzorati, Matteo Rossi, Andrea Moglia, Luca T. Mainardi, Alfonso Manzotti, Pietro Cerveri

CoRR, 2024

Automatic Landmark Detection on Knee Bony Surfaces in PSI-Based Total Knee Arthroplasty Using AI-Enhanced Statistical Shape Models.

Sara Maria Pagotto, Luca Marsilio, Luca T. Mainardi, Pietro Cerveri

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

2023

Merging Contour-and Region-Aware Branches in the UNet Decoder to Enhance Osseous Segmentation in Shoulder CT Scans.

Luca Marsilio, Matteo Rossi, Alfonso Manzotti, Davide Marzorati, Pietro Cerveri

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

2022

CEL-Unet: a novel CNN architecture for 3D Segmentation of Knee Bones affected by Severe Osteoarthritis for PSI-Based Surgical Planning.

Luca Marsilio, Alberto Faglia, Matteo Rossi, Luca T. Mainardi, Alfonso Manzotti, Pietro Cerveri

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022