Matteo Cavicchioli

According to our database, Matteo Cavicchioli authored at least 7 papers between 2021 and 2025.

Collaborative distances:

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

2025

Deep learning for pancreas segmentation on computed tomography: a systematic review.

Andrea Moglia, Matteo Cavicchioli, Luca T. Mainardi, Pietro Cerveri

Artif. Intell. Rev., August, 2025

Generalist Models in Medical Image Segmentation: A Survey and Performance Comparison with Task-Specific Approaches.

Andrea Moglia, Matteo Leccardi, Matteo Cavicchioli, Alice Maccarini, Marco Marcon, Luca T. Mainardi, Pietro Cerveri

CoRR, June, 2025

D2-RD-UNet: A dual-stage dual-class framework with connectivity correction for hepatic vessels segmentation.

Matteo Cavicchioli, Andrea Moglia, Guillaume Garret, Martina Puglia, Antoine Vacavant, Giacomo Pugliese, Pietro Cerveri

Comput. Biol. Medicine, 2025

2024

Deep Learning for Pancreas Segmentation: a Systematic Review.

Andrea Moglia, Matteo Cavicchioli, Luca T. Mainardi, Pietro Cerveri

CoRR, 2024

Main challenges on the curation of large scale datasets for pancreas segmentation using deep learning in multi-phase CT scans: Focus on cardinality, manual refinement, and annotation quality.

Matteo Cavicchioli, Andrea Moglia, Ludovica Pierelli, Giacomo Pugliese, Pietro Cerveri

Comput. Medical Imaging Graph., 2024

2023

Automatic Liver Vessels Segmentation Using ResDense UNet And An Appropriate Preprocessing Pipeline.

Matteo Cavicchioli, Ludovica Pierelli, Giacomo Pugliese, Pietro Cerveri

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

2021

Smart Textiles and Sensorized Garments for Physiological Monitoring: A Review of Available Solutions and Techniques.

Alessandra Angelucci, Matteo Cavicchioli, Ilaria A. Cintorrino, Giuseppe Lauricella, Chiara Rossi, Sara Strati, Andrea Aliverti

Sensors, 2021