ROSSI, MATTEO
ROSSI, MATTEO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A new system for in-room image guidance in particle therapy at CNAO
2023-01-01 Belotti, Gabriele; Rossi, Matteo; Pella, Andrea; Cerveri, Pietro; Baroni, Guido
Cascade learning in multi-task encoder–decoder networks for concurrent bone segmentation and glenohumeral joint clinical assessment in shoulder CT scans
2025-01-01 Marsilio, Luca; Marzorati, Davide; Rossi, Matteo; Moglia, Andrea; Mainardi, Luca; Manzotti, Alfonso; Cerveri, Pietro
CEL-Unet: a novel CNN architecture for 3D Segmentation of Knee Bones affected by Severe Osteoarthritis for PSI-Based Surgical Planning
2022-01-01 Marsilio, Luca; Faglia, Alberto; Rossi, Matteo; Mainardi, Luca; Manzotti, Alfonso; Cerveri, Pietro
CEL-Unet: Distance Weighted Maps and Multi-Scale Pyramidal Edge Extraction for Accurate Osteoarthritic Bone Segmentation in CT Scans
2022-01-01 Rossi, Matteo; Marsilio, Luca; Mainardi, Luca; Manzotti, Alfonso; Cerveri, Pietro
Combined Edge Loss UNet for Optimized Segmentation in Total Knee Arthroplasty Preoperative Planning
2023-01-01 Marsilio, Luca; Moglia, Andrea; Rossi, Matteo; Manzotti, Alfonso; Mainardi, Luca; Cerveri, Pietro
Comparison of supervised and unsupervised approaches for the generation of synthetic ct from cone-beam ct
2021-01-01 Rossi, M.; Cerveri, P.
Convolutional neural networks cascade for automatic pupil and iris detection in ocular proton therapy
2021-01-01 Antonioli, L.; Pella, A.; Ricotti, R.; Rossi, M.; Fiore, M. R.; Belotti, G.; Magro, G.; Paganelli, C.; Orlandi, E.; Ciocca, M.; Baroni, G.
Dosimetric effect of variable rectum and sigmoid colon filling during carbon ion radiotherapy to sacral chordoma
2021-01-01 Ricotti, R.; Pella, A.; Mirandola, A.; Fiore, M. R.; Chalaszczyk, A.; Paganelli, C.; Antonioli, L.; Vai, A.; Tagaste, B.; Belotti, G.; Rossi, M.; Ciocca, M.; Orlandi, E.; Baroni, G.
Identification of Characteristic Points in Multivariate Physiological Signals by Sensor Fusion and Multi-Task Deep Networks
2022-01-01 Rossi, Matteo; Alessandrelli, Giulia; Dombrovschi, Andra; Bovio, Dario; Salito, Caterina; Mainardi, Luca; Cerveri, Pietro
Image-based shading correction for narrow-FOV truncated pelvic CBCT with deep convolutional neural networks and transfer learning
2021-01-01 Rossi, M.; Belotti, G.; Paganelli, C.; Pella, A.; Barcellini, A.; Cerveri, P.; Baroni, G.
Mixed Reality and Artificial Intelligence: a Holistic Approach to Multimodal Visualization and Extended Interaction in Knee Osteotomy
2024-01-01 Moglia, Andrea; Marsilio, Luca; Rossi, Matteo; Pinelli, Maria; Lettieri, Emanuele; Mainardi, Luca; Manzotti, Alfonso; Cerveri, Pietro
SLEEP-SEE-THROUGH: Explainable Deep Learning for Sleep Event Detection and Quantification From Wearable Somnography
2023-01-01 Rossi, Matteo; Sala, Davide; Bovio, Dario; Salito, Caterina; Alessandrelli, Giulia; Lombardi, Carolina; Mainardi, Luca; Cerveri, Pietro
Style Transfer–Assisted Deep Learning Method for Photoplethysmogram Denoising
2024-01-01 Maria Pagotto, Sara; Tognoni, Federico; Rossi, Matteo; Bovio, Dario; Salito, Caterina; Mainardi, Luca; Cerveri, Pietro