Reuben Dorent

6 papers · 2019–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 👥 Mega-Team · Civilization

❓ The Questioner 🚀 Conference Pioneer

Venues

MICCAI (4) CVPR (1) MIDL (1)

Top co-authors

Sarah Frisken (3) Nazim Haouchine (3) William M. Wells III (3) Alexandra Golby (2) Tom Vercauteren (2) Sébastien Ourselin (2) Colin Galvin (2) Maria Grammatikopoulou (1) Nicolas Padoy (1) Wenqi Li (1)

Research topics

Deep Learning (2) Machine Learning (2) Learning Types (2) Computer Vision (1) Application Areas (1) Architectures (1) Domain-Specific (1) Models (1) Optimization & Theory (1) Techniques (1)

Keywords

multi-task learning (2) variational inference (1) data augmentation (1) magnetic resonance imaging (1) image analysis (1) biomedical imaging (1) deep neural network (1) multi-stage pipeline (1) brain segmentation (1) tissue segmentation (1) benchmark competition (1) benchmarking competition (1) participation strategy (1)

Papers

Intraoperative Registration by Cross-Modal Inverse Neural Rendering MICCAI 2024 Label merge-and-split: A graph-colouring approach for memory-efficient brain parcellation MICCAI 2024 Patient-Specific Real-Time Segmentation in Trackerless Brain Ultrasound MICCAI 2024 Two Projections Suffice for Cerebral Vascular Reconstruction MICCAI 2024 Why Is the Winner the Best? CVPR 2023 Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets MIDL 2019