Annika Reinke

4 papers · 2023–2024 · 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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🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 👥 Mega-Team · Civilization

🚀 Conference Pioneer ❓ The Questioner (2)

Venues

CVPR (2) ECCV (1) MICCAI (1)

Top co-authors

Lena Maier-Hein (4) Minu D. Tizabi (3) Annette Kopp-Schneider (3) Paul F. Jäger (2) Tim Rädsch (2) Fabian Isensee (2) Vivienn Weru (2) Nicholas Heller (2) Veronika Cheplygina (2) Carole H. Sudre (2)

Research topics

Computer Vision (2) Deep Learning (2) Domain-Specific (2) Healthcare & Medicine (1) Machine Learning (1) Analysis (1) Application Areas (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Processing (1) Research (1) Techniques (1)

Keywords

multi-task learning (1) medical imaging (1) data augmentation (1) 3d vision (1) instance segmentation (1) image analysis (1) biomedical imaging (1) benchmark dataset (1) 3d segmentation (1) long-range dependency (1) light microscopy (1) neuron morphology (1) filamentous structure (1) volumetric imaging (1) neuron segmentation (1) biomedical image (1) multi-stage pipeline (1) microscopy image analysis (1) benchmark competition (1) benchmarking competition (1)

Papers

Confidence intervals uncovered: Are we ready for real-world medical imaging AI? MICCAI 2024 FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures CVPR 2024 Quality Assured: Rethinking Annotation Strategies in Imaging AI ECCV 2024 Why Is the Winner the Best? CVPR 2023