Author

Daan de Geus

2 papers indexed here

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Review Nov 2026

ATLAS: A Multi-Procedure Benchmark and Context-Aware Model for Surgical Anatomy Segmentation

Recognizing anatomical structures during minimally invasive surgery (MIS) could support intraoperative navigation and improve patient safety, but progress is limited by small, single-procedure datasets and by segmentation methods developed for natural scenes. This work addresses both limitations through a new dataset a...

R. de Jong, T. Jaspers, Raf A. H. Vervoort et al. · 0 citations

Preprint Nov 2026

VINO: Revisiting 3D Representation Learning with Volume Transformers

Self-supervised learning has given rise to vision foundation models that learn general-purpose image representations transferable across downstream tasks, yet representation learning for 3D scenes has not achieved comparable success. Motivated by this, we identify key limitations of current 3D representation learning a...

Adrian Kruse, Kadir Yilmaz, Daan de Geus et al. · 0 citations