Jan Ehrhardt

Postdoc, German Research Center for AI

Postdoc, Institute of Medical Informatics, Universität zu Lübeck

Joined

February 2019

Names

Jan Ehrhardt

Emails

****@imi.uni-luebeck.de (Confirmed)

****@uni-luebeck.de (Confirmed)

****@dfki.de (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Postdoc

German Research Center for AI (dfki.de)

2021 – Present

Postdoc

Institute of Medical Informatics, Universität zu Lübeck (uni-luebeck.de)

2010 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

generative models

2010 – Present

medical image analysis

2000 – Present

image registration

2000 – Present

semantic segmentation

2000 – Present

Publications

Revealing and Reducing Morphological Biases Using Implicit Neural Representations for Medical Image Registration
Sofija Engelson, Bennet Kahrs, Timo Kepp, Julia Andresen, Heinz Handels, Jan Ehrhardt
- MIDL 2026 Poster
- Readers: Everyone
FluidRegNet: Longitudinal registration of retinal OCT images with new pathological fluids
Julia Andresen, Jan Ehrhardt, Claus von der Burchard, Ayse Tatli, Johann Roider, Heinz Handels, Hristina Uzunova
- MIDL 2024 Oral
- Readers: Everyone
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification
Reuben Dorent, Roya Khajavi, Tagwa Idris, Erik Ziegler, Bhanusupriya Somarouthu, Heather Jacene, Ann S. LaCasce, Jonathan Deissler, Jan Ehrhardt, Sofija Engelson, Stefan M. Fischer, Yun Gu, Heinz Handels, Satoshi Kasai, Satoshi Kondo, Klaus H. Maier-Hein, Julia A. Schnabel, Guotai Wang, Litingyu Wang, Tassilo Wald et al. (7 additional authors not shown)
- CoRR 2024
- Readers: Everyone
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification - Leveraging Epistemic Uncertainty to Improve Model Performance
Joshua Niemeijer, Jan Ehrhardt, Hristina Uzunova, Heinz Handels
- SASHIMI@MICCAI 2024
- Readers: Everyone
Overcoming the sensor delta for semantic segmentation in OCT images
Joshua Niemeijer, Jan Ehrhardt, Timo Kepp, Jörg P. Schäfer, Heinz Handels
- Computer-Aided Diagnosis 2023
- Readers: Everyone
Implicitly Solved Regularization for Learning-Based Image Registration
Jan Ehrhardt, Heinz Handels
- MLMI@MICCAI (1) 2023
- Readers: Everyone
Unsupervised Non-Correspondence Detection in Medical Images Using an Image Registration Convolutional Neural Network
Julia Andresen, Timo Kepp, Jan Ehrhardt, Claus von der Burchard, Johann Roider, Heinz Handels
- 08 May 2022 (modified: 05 May 2023)
- WBIR 2022 Short
- Readers: Everyone
Low-Rank and Sparse Metamorphic Autoencoders for Unsupervised Pathology Disentanglement
Hristina Uzunova, Heinz Handels, Jan Ehrhardt
- MAD@MICCAI 2022
- Readers: Everyone
Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies
Julia Andresen, Timo Kepp, Jan Ehrhardt, Claus von der Burchard, Johann Roider, Heinz Handels
- Int. J. Comput. Assist. Radiol. Surg. 2022
- Readers: Everyone
Unsupervised Non-correspondence Detection in Medical Images Using an Image Registration Convolutional Neural Network
Julia Andresen, Timo Kepp, Jan Ehrhardt, Claus von der Burchard, Johann Roider, Heinz Handels
- WBIR 2022
- Readers: Everyone

View all 53 publications

Co-Authors

View all 141 co-authors