Valentina Corbetta

14 papers A* 1Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
In-Hoc Concept Representations to Regularise Deep Learning in Medical Imaging.
ICCVW
Valentina Corbetta, Floris Six Dijkstra, Regina Beets-Tan, Hoel Kervadec, Kristoffer Wickstrøm, Wilson Silva
2025 J jnl
In-hoc Concept Representations to Regularise Deep Learning in Medical Imaging.
CoRR
Valentina Corbetta, Floris Six Dijkstra, Regina Beets-Tan, Hoel Kervadec, Kristoffer Wickstrøm, Wilson Silva
2024 — conf
Assessing the Impact of Federated Learning and Differential Privacy on Multi-centre Polyp Segmentation.
EMBC
Lena Stelter, Valentina Corbetta, Regina Beets-Tan, Wilson Silva
2024 — conf
Enhancing Cross-Modal Medical Image Segmentation Through Compositionality.
DGM4MICCAI@MICCAI
Aniek Eijpe, Valentina Corbetta, Kalina Chupetlovska, Regina Beets-Tan, Wilson Silva
2024 J jnl
Enhancing Cross-Modal Medical Image Segmentation through Compositionality.
CoRR
Aniek Eijpe, Valentina Corbetta, Kalina Chupetlovska, Regina Beets-Tan, Wilson Silva
2024 — conf
FedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation.
ISIC/iMIMIC/EARTH/DeCaF@MICCAI
Philip Schutte, Valentina Corbetta, Regina Beets-Tan, Wilson Silva
2024 J jnl
FedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation.
CoRR
Philip Schutte, Valentina Corbetta, Regina Beets-Tan, Wilson Silva
2023 — conf
Interpretability-Guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data.
MLMI@MICCAI (1)
Valentina Corbetta, Regina Beets-Tan, Wilson Silva
2023 J jnl
Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data.
CoRR
Valentina Corbetta, Regina Beets-Tan, Wilson Silva
2023 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops - MTSAIL 2023, LEAF 2023, AI4Treat 2023, MMMI 2023, REMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, Proceedings
MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI
Jonghye Woo, Alessa Hering, Wilson Silva, Xiang Li, Huazhu Fu, Xiaofeng Liu, Fangxu Xing, Sanjay Purushotham, Tejas Sudharshan Mathai, Pritam Mukherjee, Max De Grauw, Regina Beets-Tan, Valentina Corbetta, Elmar Kotter, Mauricio Reyes, Christian F. Baumgartner, Quanzheng Li, Richard M. Leahy, Bin Dong, Hao Chen, Yuankai Huo, Jinglei Lv, Xinxing Xu, Xiaomeng Li, Dwarikanath Mahapatra, Li Cheng, Caroline Petitjean, Benoît Presles
2022 J jnl
A hybrid inductive learning-based and deductive reasoning-based 3-D path planning method in complex environments.
Auton. Robots
Alice Segato, Francesco Calimeri, Irene Testa, Valentina Corbetta, Marco Riva, Elena De Momi
2022 — conf
An Easy and User Independent Augmented Reality Based Navigation System for Radiation-Free Interventional Procedure.
ISMR
Maria Chiara Palumbo, Laura Morchi, Valentina Corbetta, Arianna Menciassi, Elena De Momi, Emiliano Votta, Alberto Redaelli
2021 A* conf
Optimized 3D path planner for steerable catheters with deductive reasoning.
ICRA
Alice Segato, Valentina Corbetta, Jessica Zangari, Simona Perri, Francesco Calimeri, Elena De Momi
2019 — conf
Speeding Up Resting State Networks Recognition via a Hardware Accelerator.
BHI
Filippo Carloni, Giada Casagrande, Valentina Corbetta, Andrea Agostinelli, Emanuele Del Sozzo, Luca Cerina, Marco D. Santambrogio