Julia A. Schnabel
14 papers · 2019–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3)
🏃
Academic Marathon
(6)
🚀
Conference Pioneer
💎
Century Club
(13)
⚡
Prolific Year
(8)
Conferences
MICCAI (11)
MIDL (2)
ICCV (1)
Top co-authors
Keywords
representation learning
(1)
contrastive learning
(1)
image restoration
(1)
gradient-based optimization
(1)
multimodal learning
(1)
medical image segmentation
(1)
genome-wide association study
(1)
disease risk prediction
(1)
differentiable algorithm
(1)
medical image registration
(1)
cardiac mr segmentation
(1)
motion artefact correction
(1)
k-space reconstruction
(1)
skeletonization algorithm
(1)
3d skeletonization
(1)
Papers
GEMCONT: Genetics-based Multimodal Contrastive Learning Enhances Phenotypic embeddings and Boosts Genetic Discovery
MIDL 2026
Influence of Classification Task and Distribution Shift Type on OOD Detection in Fetal Ultrasound
MICCAI 2025
Lightweight Data-Free Denoising for Detail-Preserving Biomedical Image Restoration
MICCAI 2025
Temporal Neural Cellular Automata: Application to modeling of contrast enhancement in breast MRI
MICCAI 2025
Interpretable Representation Learning of Cardiac MRI via Attribute Regularization
MICCAI 2024
Physics-Informed Deep Learning for Motion-Corrected Reconstruction of Quantitative Brain MRI
MICCAI 2024
Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks
MICCAI 2024
Towards Learning Contrast Kinetics with Multi-Condition Latent Diffusion Models
MICCAI 2024
Self-Supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space Representations
MICCAI 2024
Data-Driven Tissue- and Subject-Specific Elastic Regularization for Medical Image Registration
MICCAI 2024
Diffusion Models with Implicit Guidance for Medical Anomaly Detection
MICCAI 2024
DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology
MICCAI 2024
A Skeletonization Algorithm for Gradient-Based Optimization
ICCV 2023
High-quality segmentation of low quality cardiac MR images using k-space artefact correction
MIDL 2019