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angiography 1benchmark challenge 1circle of willis segmentation 1deep learning 1vascular imaging 1

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most citedThe TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography

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eess.IV2026

Diffusion-Based Quality Control of Medical Image Segmentations across Organs

Vincenzo Marcianò, Hava Chaptoukaev, Virginia Fernandez +4

Medical image segmentation using deep learning (DL) has enabled the development of automated analysis pipelines for large-scale population studies. However, state-of-the-art DL met…