Stefano Giagu

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 11

Top Topics

Transaction Management

Magnetic Resonance Imaging

Top Venues

Mach. Learn. Sci. Technol.

Publications

Tommaso Torda, Andrea Ciardiello, Simona Gargiulo, Greta Grillo, Simone Scardapane, Cecilia Voena, Stefano Giagu
Influence based explainability of brain tumors segmentation in multimodal Magnetic Resonance Imaging. CoRR (2024)
Alessio Verdone, Alessio Devoto, Cristiano Sebastiani, Joseph Carmignani, Monica D'Onofrio, Stefano Giagu, Simone Scardapane, Massimo Panella
Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques. CoRR (2024)
Greta Grillo, Tommaso Torda, Cecilia Voena, Andrea Ciardiello, Stefano Giagu
Integrating ChatGPT-4: A Novel XAI Interface for Enhanced Clinician Understanding of MRI Image Segmentation Results. CBMS (2024)
Leandro Maglianella, Lorenzo Nicoletti, Stefano Giagu, Christian Napoli, Simone Scardapane
Convergent Approaches to AI Explainability for HEP Muonic Particles Pattern Recognition. Comput. Softw. Big Sci. 7 (1) (2023)
Simone Bordoni, Stefano Giagu
Convolutional neural network based decoders for surface codes. Quantum Inf. Process. 22 (3) (2023)
Andrea Coccaro, Francesco Armando Di Bello, Stefano Giagu, Lucrezia Rambelli, Nicola Stocchetti
Fast neural network inference on FPGAs for triggering on long-lived particles at colliders. Mach. Learn. Sci. Technol. 4 (4) (2023)
Lorenzo Arsini, Barbara Caccia, Andrea Ciardiello, Stefano Giagu, Carlo Mancini Terracciano
Nearest Neighbours Graph Variational AutoEncoder. Algorithms 16 (3) (2023)
Andrea Coccaro, Francesco Armando Di Bello, Stefano Giagu, Lucrezia Rambelli, Nicola Stocchetti
Fast Neural Network Inference on FPGAs for Triggering on Long-Lived Particles at Colliders. CoRR (2023)
Alessandro Baiocchi, Stefano Giagu, Christian Napoli, M. Serra, Pietro Nardelli, M. Valleriani
Artificial neural networks exploiting point cloud data for fragmented solid objects classification. Mach. Learn. Sci. Technol. 4 (4) (2023)
Tommaso Torda, Simona Gargiulo, Greta Grillo, Andrea Ciardiello, Cecilia Voena, Stefano Giagu, Simone Scardapane
Tracin in Semantic Segmentation of Tumor Brains in MRI, an Extended Approach (SHORT PAPER). HC@AIxIA (2023)
Simone Bordoni, Andrea Papaluca, Piergiorgio Buttarini, Alejandro Sopena, Stefano Carrazza, Stefano Giagu
Quantum circuit noise simulation with reinforcement learning (Short Paper). AIQxQIA@AI*IA (2023)