Ruiperez-Campillo, Samuel

4 publications

MIDL 2026 Geometry-Aware Cardiac MRI Representation Learning with Equivariant Neural Fields Jesse L. Wiers, David R. Wessels, Lukas P.A. Arts, Samuel Ruiperez-Campillo, Maarten Z.H. Kolk, Fleur V.Y. Tjong, Erik J. Bekkers

MIDL 2026 RadVLM-GRPO: Enhancing Chest X-Ray Report Generation and Visual Grounding via Reinforcement Learning Benjamin Gundersen, Nicolas Deperrois, Samuel Ruiperez-Campillo, Thomas M. Sutter, Julia E. Vogt, Michael Moor, Farhad Nooralahzadeh, Michael Krauthammer

TMLR 2026 Structure Is Supervision: Multiview Masked Autoencoders for Radiology Sonia Laguna, Andrea Agostini, Alain Ryser, Samuel Ruiperez-Campillo, Irene Cannistraci, Moritz Vandenhirtz, Stephan Mandt, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E Vogt

ICLRW 2025 Predicting Pulmonary Hypertension in Newborns: A Multi-View VAE Approach Lucas Erlacher, Samuel Ruiperez-Campillo, Holger Michel, Sven Wellmann, Thomas M. Sutter, Ece Ozkan, Julia E Vogt