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cs.CV2026
BRACHIO: Broad Representations Across Centres for Head-and-neck Imaging Oncology (HECKTOR 2026)
Roxanne De Maeyer, Ine Dirks, Yannick Brackenier +3
The HECKTOR 2026 challenge benchmarks machine learning for head and neck cancer, where teams delineate primary and nodal tumour volumes, perform TN staging, and predict recurrence-…
cs.CV2026
DINOv2 for PET: A Pre-Training Domain Benchmark Across Classification, Segmentation, and Prognosis
Roxanne De Maeyer, Yannick Brackenier, Vicky De Ridder +3
DINO (self-DIstillation with NO labels) has become a stan- dard for self-supervised pre-training, producing features that generalise across datasets and downstream tasks. In medica…