Carole H. Sudre

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

👥 Mega-Team · Civilization 📈 Trend Setter ❓ The Questioner (2) 🚀 Conference Pioneer

Venues

MIDL (2) CVPR (1) MICCAI (1)

Top co-authors

M. Jorge Cardoso (3) Veronika Cheplygina (2) Annette Kopp-Schneider (2) Lena Maier-Hein (2) Sébastien Ourselin (2) Paul F. Jäger (2) Minu D. Tizabi (2) Annika Reinke (2) Oldřich Kodym (1) Maria Grammatikopoulou (1)

Research topics

Computer Vision (2) Deep Learning (2) Machine Learning (2) Domain-Specific (2) Learning Types (2) Healthcare & Medicine (1) Analysis (1) Application Areas (1) Architectures (1) Clinical (1) Core Methods (1) Optimization & Theory (1) Techniques (1)

Keywords

image segmentation (1) multi-task learning (1) uncertainty quantification (1) medical imaging (1) data augmentation (1) magnetic resonance imaging (1) image analysis (1) biomedical imaging (1) convolutional neural network (1) region-based convolutional neural network (1) student-teacher framework (1) multi-stage pipeline (1) heteroscedastic noise model (1) extremely small object detection (1) cerebral small vessel disease (1) benchmark competition (1) benchmarking competition (1) participation strategy (1)

Papers

Confidence intervals uncovered: Are we ready for real-world medical imaging AI? MICCAI 2024 Why Is the Winner the Best? CVPR 2023 A Heteroscedastic Uncertainty Model for Decoupling Sources of MRI Image Quality MIDL 2020 3D multirater RCNN for multimodal multiclass detection and characterisation of extremely small objects MIDL 2019