Schnabel, Julia A

7 publications

NeurIPS 2025 NOVA: A Benchmark for Rare Anomaly Localization and Clinical Reasoning in Brain MRI Cosmin I. Bercea, Jun Li, Philipp Raffler, Evamaria Olga Riedel, Lena Schmitzer, Angela Kurz, Felix Bitzer, Paula Roßmüller, Julian Canisius, Mirjam L. Beyrle, Che Liu, Wenjia Bai, Bernhard Kainz, Julia A. Schnabel, Benedikt Wiestler

ECCV 2024 Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations Tomáš Chobola, Yu Liu, Hanyi Zhang, Julia A Schnabel, Tingying Peng

ICCV 2023 A Skeletonization Algorithm for Gradient-Based Optimization Martin J. Menten, Johannes C. Paetzold, Veronika A. Zimmer, Suprosanna Shit, Ivan Ezhov, Robbie Holland, Monika Probst, Julia A. Schnabel, Daniel Rueckert

ICMLW 2023 Mask, Stitch, and Re-Sample: Enhancing Robustness and Generalizability in Anomaly Detection Through Automatic Diffusion Models Cosmin I. Bercea, Michael Neumayr, Daniel Rueckert, Julia A Schnabel

CVPRW 2016 Graph Cuts-Based Registration Revisited: A Novel Approach for Lung Image Registration Using Supervoxels and Image-Guided Filtering Adam Szmul, Bartlomiej W. Papiez, Russell Bates, Andre Hallack, Julia A. Schnabel, Vicente Grau

CVPRW 2016 Tumor Growth Estimation via Registration of DCE-MRI Derived Tumor Specific Descriptors Thais Roque, Bartlomiej W. Papiez, Veerle Kersemans, Sean Smart, Danny Allen, Michael A. Chappell, Julia A. Schnabel

CVPRW 2008 Revisiting Overlap Invariance in Medical Image Alignment Nathan D. Cahill, Julia A. Schnabel, J. Alison Noble, David J. Hawkes