Virginia Fernandez

25 papers C 1Journal 12Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	—	`ed.`	Simulation and Synthesis in Medical Imaging - 10th International Workshop, SASHIMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings SASHIMI@MICCAI 2025 Virginia Fernandez, David Wiesner, Lianrui Zuo, Adrià Casamitjana, Samuel W. Remedios
2025	—	`conf`	A Methodology for Clinically Driven Interactive Segmentation Evaluation. HAIC@MICCAI Parhom Esmaeili, Pedro Borges, Virginia Fernandez, Eli Gibson, Sébastien Ourselin, M. Jorge Cardoso
2025	J	`jnl`	A methodology for clinically driven interactive segmentation evaluation. CoRR Parhom Esmaeili, Virginia Fernandez, Pedro Borges, Eli Gibson, Sébastien Ourselin, M. Jorge Cardoso
2025	J	`jnl`	DIST-CLIP: Arbitrary Metadata and Image Guided MRI Harmonization via Disentangled Anatomy-Contrast Representations. CoRR Mehmet Yigit Avci, Pedro Borges, Virginia Fernandez, Paul Wright, Mehmet Yigitsoy, Sébastien Ourselin, Jorge Cardoso
2025	J	`jnl`	Metadata-Aligned 3D MRI Representations for Contrast Understanding and Quality Control. CoRR Mehmet Yigit Avci, Pedro Borges, Virginia Fernandez, Paul Wright, Mehmet Yigitsoy, Sébastien Ourselin, Jorge Cardoso
2025	—	`ed.`	Simulation and Synthesis in Medical Imaging - 9th International Workshop, SASHIMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings SASHIMI@MICCAI Virginia Fernandez, Jelmer M. Wolterink, David Wiesner, Samuel Remedios, Lianrui Zuo, Adrià Casamitjana
2025	—	`conf`	Unsupervised MRI Harmonization via Parameter Prediction and Super-Resolved MPMs. SASHIMI@MICCAI 2025 Pedro Borges, Virginia Fernandez, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
2024	J	`jnl`	Generating multi-pathological and multi-modal images and labels for brain MRI. Medical Image Anal. Virginia Fernandez, Walter Hugo Lopez Pinaya, Pedro Borges, Mark S. Graham, Petru-Daniel Tudosiu, Tom Vercauteren, M. Jorge Cardoso
2024	J	`jnl`	Realistic morphology-preserving generative modelling of the brain. Nat. Mac. Intell. Petru-Daniel Tudosiu, Walter H. L. Pinaya, Pedro Ferreira Da Costa, Jessica Dafflon, Ashay Patel, Pedro Borges, Virginia Fernandez, Mark S. Graham, Robert J. Gray, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
2024	—	`conf`	Using MR Physics for Domain Generalisation and Super-Resolution. SASHIMI@MICCAI Pedro Borges, Virginia Fernandez, Petru-Daniel Tudosiu, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
2023	—	`conf`	A 3D Generative Model of Pathological Multi-modal MR Images and Segmentations. DGM4MICCAI Virginia Fernandez, Walter Hugo Lopez Pinaya, Pedro Borges, Mark S. Graham, Tom Vercauteren, M. Jorge Cardoso
2023	J	`jnl`	A 3D generative model of pathological multi-modal MR images and segmentations. CoRR Virginia Fernandez, Walter Hugo Lopez Pinaya, Pedro Borges, Mark S. Graham, Tom Vercauteren, M. Jorge Cardoso
2023	J	`jnl`	Generative AI for Medical Imaging: extending the MONAI Framework. CoRR Walter H. L. Pinaya, Mark S. Graham, Eric Kerfoot, Petru-Daniel Tudosiu, Jessica Dafflon, Virginia Fernandez, Pedro Sanchez, Julia Wolleb, Pedro F. Da Costa, Ashay Patel, Hyungjin Chung, Can Zhao, Wei Peng, Zelong Liu, Xueyan Mei, Oeslle Lucena, Jong Chul Ye, Sotirios A. Tsaftaris, Prerna Dogra, Andrew Feng, Marc Modat, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
2023	—	`conf`	Privacy Distillation: Reducing Re-identification Risk of Diffusion Models. DGM4MICCAI Virginia Fernandez, Pedro Sanchez, Walter Hugo Lopez Pinaya, Grzegorz Jacenków, Sotirios A. Tsaftaris, M. Jorge Cardoso
2023	J	`jnl`	Privacy Distillation: Reducing Re-identification Risk of Multimodal Diffusion Models. CoRR Virginia Fernandez, Pedro Sanchez, Walter Hugo Lopez Pinaya, Grzegorz Jacenków, Sotirios A. Tsaftaris, Jorge Jorge Cardoso
2023	—	`ed.`	Simulation and Synthesis in Medical Imaging - 8th International Workshop, SASHIMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings SASHIMI@MICCAI Jelmer M. Wolterink, David Svoboda, Can Zhao, Virginia Fernandez
2023	J	`jnl`	Transfer Learning for Fine-grained Classification Using Semi-supervised Learning and Visual Transformers. CoRR Manuel Lagunas, Brayan Impata, Victor Martinez, Virginia Fernandez, Christos Georgakis, Sofia Braun, Felipe Bertrand
2023	—	`conf`	Unsupervised Heteromodal Physics-Informed Representation of MRI Data: Tackling Data Harmonisation, Imputation and Domain Shift. SASHIMI@MICCAI Pedro Borges, Virginia Fernandez, Petru-Daniel Tudosiu, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
2022	—	`conf`	Brain Imaging Generation with Latent Diffusion Models. DGM4MICCAI@MICCAI Walter H. L. Pinaya, Petru-Daniel Tudosiu, Jessica Dafflon, Pedro F. Da Costa, Virginia Fernandez, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
2022	J	`jnl`	Brain Imaging Generation with Latent Diffusion Models. CoRR Walter H. L. Pinaya, Petru-Daniel Tudosiu, Jessica Dafflon, Pedro F. Da Costa, Virginia Fernandez, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
2022	—	`conf`	Can Segmentation Models Be Trained with Fully Synthetically Generated Data? SASHIMI@MICCAI Virginia Fernandez, Walter Hugo Lopez Pinaya, Pedro Borges, Petru-Daniel Tudosiu, Mark S. Graham, Tom Vercauteren, M. Jorge Cardoso
2022	J	`jnl`	Can segmentation models be trained with fully synthetically generated data? CoRR Virginia Fernandez, Walter Hugo Lopez Pinaya, Pedro Borges, Petru-Daniel Tudosiu, Mark S. Graham, Tom Vercauteren, M. Jorge Cardoso
2022	—	`conf`	Morphology-Preserving Autoregressive 3D Generative Modelling of the Brain. SASHIMI@MICCAI Petru-Daniel Tudosiu, Walter Hugo Lopez Pinaya, Mark S. Graham, Pedro Borges, Virginia Fernandez, Dai Yang, Jeremy Appleyard, Guido Novati, Disha Mehra, Mike Vella, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
2022	J	`jnl`	Morphology-preserving Autoregressive 3D Generative Modelling of the Brain. CoRR Petru-Daniel Tudosiu, Walter Hugo Lopez Pinaya, Mark S. Graham, Pedro Borges, Virginia Fernandez, Dai Yang, Jeremy Appleyard, Guido Novati, Disha Mehra, Mike Vella, Parashkev Nachev, Sébastien Ourselin, Jorge Cardoso
2021	C	`conf`	Alert System for Algae Bloom Detection in Inland Waters of Latin America: An Ongoing Project. IGARSS Felipe L. Lobo, Gustavo Willy Nagel, Daniel Andrade Maciel, Anabella Ferral, Alba Germãn, Lino A. S. de Carvalho, Vitor Souza Martins, Cláudio C. F. Barbosa, Evlyn Novo, Martin Fernandez, Virginia Fernandez, João S. Yunes, Gilberto L. Collares, Steve Greb, Giuliana Beltramone, Liliana Piedra-Castro, Waterloo Pereira Filho, Elizabeth Montoya, Marcelo C. Scavuzzo, Marisol S. Sanchez, Michal Shimoni