Julia Kruger

4 papers · 2015–2024 · 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 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

MIDL (2) ICCV (1) MICCAI (1)

Top co-authors

Finn Behrendt (3) Debayan Bhattacharya (3) Alexander Schlaefer (3) Roland Opfer (3) Lennart Maack (2) Robin Mieling (1) Jan Ehrhardt (1) Heinz Handels (1)

Research topics

Computer Vision (3) Domain-Specific (3) Deep Learning (2) Machine Learning (2) Models (2) Analysis (1) Bayesian & Probabilistic (1) Core Methods (1) Learning Types (1) Processing (1)

Keywords

unsupervised anomaly detection (2) diffusion model (2) image segmentation (1) medical imaging (1) image reconstruction (1) landmark detection (1) maximum a posteriori (1) probabilistic model (1) brain mri (1) probabilistic correspondence (1) statistical appearance model (1) healthy brain synthesis (1) pseudo-healthy reconstruction (1) self-supervised uad (1) image classification (1) u-net (1) semantic segmentation (1)

Papers

Combining Reconstruction-based Unsupervised Anomaly Detection with Supervised Segmentation for Brain MRIs MIDL 2024 Leveraging the Mahalanobis Distance to enhance Unsupervised Brain MRI Anomaly Detection MICCAI 2024 Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI MIDL 2023 Probabilistic Appearance Models for Segmentation and Classification ICCV 2015