Menten, Martin J.

6 publications

MIDL 2026 Semi-Synthetic Localization Datasets for Radiological Findings on Chest X-Rays Andrea Posada, Johannes Brandt, Friederike Jungmann, Maria Posada, Daniel Rueckert, Martin J. Menten, Felix Meissen, Philip Müller

MIDL 2026 Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning Chenjun Li, Cheng Wan, Laurin Lux, Alexander H. Berger, Richard B. Rosen, Martin J. Menten, Johannes C. Paetzold

CVPR 2025 A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets David Mildenberger, Paul Hager, Daniel Rueckert, Martin J. Menten

WACV 2025 Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers Alexander H. Berger, Laurin Lux, Suprosanna Shit, Ivan Ezhof, Georgios Kaissis, Martin J. Menten, Daniel Rueckert, Johannes C. Paetzold

ICCV 2023 A Skeletonization Algorithm for Gradient-Based Optimization Martin J. Menten, Johannes C. Paetzold, Veronika A. Zimmer, Suprosanna Shit, Ivan Ezhov, Robbie Holland, Monika Probst, Julia A. Schnabel, Daniel Rueckert

CVPR 2023 Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data Paul Hager, Martin J. Menten, Daniel Rueckert