Julia Andresen

12 papers Journal 2Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Don't Mind the Gaps: Implicit Neural Representations for Resolution-Agnostic Retinal OCT Analysis.
CoRR
Bennet Kahrs, Julia Andresen, Fenja Falta, Monty Santarossa, Heinz Handels, Timo Kepp
2026 — conf
Interpretable Mediastinal Lymph Node Station Classification and N-staging on CT and PET/CT Images.
Bildverarbeitung für die Medizin
Sofija Engelson, Jan Ehrhardt, Yannic Elser, Malte Maria Sieren, Julia Andresen, Stefanie Schierholz, Tobias Keck, Daniel Drömann, Jörg Barkhausen, Heinz Handels
2026 — conf
Pathology-aware Implicit Neural Registration for Change Analysis in Retinal OCT Data - FRINR.
Bildverarbeitung für die Medizin
Julia Andresen, Bennet Kahrs, Heinz Handels, Timo Kepp
2026 — conf
Visual Acuity Assessment from Uni- and Multimodal Retinal Image Data using the Foundation Model MIRAGE.
Bildverarbeitung für die Medizin
Caroline von Dresky, Claus von der Burchard, Monty Santarossa, Julia Andresen, Marc S. Seibel, Timo Kepp, Johann Roider, Heinz Handels
2025 — conf
Bridging Gaps in Retinal Imaging - Fusing OCT and SLO Information with Implicit Neural Representations for Improved Interpolation and Segmentation.
Bildverarbeitung für die Medizin
Timo Kepp, Julia Andresen, Fenja Falta, Heinz Handels
2024 — conf
FluidRegNet: Longitudinal registration of retinal OCT images with new pathological fluids.
MIDL
Julia Andresen, Jan Ehrhardt, Claus von der Burchard, Ayse Tatli, Johann Roider, Heinz Handels, Hristina Uzunova
2023 — conf
Abstract: Shape-based Segmentation of Retinal Layers and Fluids in OCT Image Data.
Bildverarbeitung für die Medizin
Timo Kepp, Julia Andresen, Claus von der Burchard, Johann Roider, Gereon Hüttmann, Heinz Handels
2023 — conf
Shape-based segmentation of retinal layers and fluids in OCT image data.
Computer-Aided Diagnosis
Timo Kepp, Julia Andresen, Claus von der Burchard, Johann Roider, Gereon Hüttmann, Heinz Handels
2022 J jnl
Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies.
Int. J. Comput. Assist. Radiol. Surg.
Julia Andresen, Timo Kepp, Jan Ehrhardt, Claus von der Burchard, Johann Roider, Heinz Handels
2022 — conf
Epistemic and Aleatoric Uncertainty Estimation for PED, Segmentation in Home OCT Images.
Bildverarbeitung für die Medizin
Timo Kepp, Julia Andresen, Helge Sudkamp, Claus von der Burchard, Johann Roider, Gereon Hüttmann, Jan Ehrhardt, Heinz Handels
2022 — conf
Unsupervised Non-correspondence Detection in Medical Images Using an Image Registration Convolutional Neural Network.
WBIR
Julia Andresen, Timo Kepp, Jan Ehrhardt, Claus von der Burchard, Johann Roider, Heinz Handels
2022 — conf
Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering.
Bildverarbeitung für die Medizin
Julia Andresen, Timo Kepp, Michael Wang-Evers, Jan Ehrhardt, Dieter Manstein, Heinz Handels