Julia Kruger
4 papers · 2015–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Conference Pioneer
Conferences
MIDL (2)
ICCV (1)
MICCAI (1)
Top co-authors
Keywords
image classification
(1)
image segmentation
(1)
medical imaging
(1)
image reconstruction
(1)
landmark detection
(1)
maximum a posteriori
(1)
probabilistic model
(1)
diffusion model
(1)
unsupervised anomaly detection
(1)
brain mri
(1)
probabilistic correspondence
(1)
statistical appearance model
(1)
healthy brain synthesis
(1)
Papers
Leveraging the Mahalanobis Distance to enhance Unsupervised Brain MRI Anomaly Detection
MICCAI 2024
Combining Reconstruction-based Unsupervised Anomaly Detection with Supervised Segmentation for Brain MRIs
MIDL 2024
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI
MIDL 2023
Probabilistic Appearance Models for Segmentation and Classification
ICCV 2015