Hristina Uzunova

Postdoc, AIMedI, German Research Center for AI

Joined

February 2021

Names

Hristina Uzunova (Preferred)

Emails

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

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

****@dfki.de (Confirmed)

Personal Links

Google Scholar

Career & Education History

Postdoc

AIMedI, German Research Center for AI (dfki.de)

2021 – Present

Advisors, Relations & Conflicts

Coauthor

Heinz Handels

Present

Coauthor

Jan Ehrhardt

Present

Expertise

deep learning

GAN

auto-encoder

image synthesis

Present

Publications

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
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders
Hristina Uzunova, Heinz Handels, Jan Ehrhardt
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Abstract: Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks
Hristina Uzunova, Jan Ehrhardt, Heinz Handels
- 2021 (modified: 09 Dec 2021)
- Bildverarbeitung für die Medizin 2021
- Readers: Everyone
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders
Hristina Uzunova, Heinz Handels, Jan Ehrhardt
- 2021 (modified: 09 Dec 2021)
- MIDL 2021
- Readers: Everyone
Analysis of Generative Shape Modeling Approaches - Latent Space Properties and Interpretability
Hristina Uzunova, Jesse Kruse, Paul Kaftan, Matthias Wilms, Nils D. Forkert, Heinz Handels, Jan Ehrhardt
- 2021 (modified: 09 Dec 2021)
- Bildverarbeitung für die Medizin 2021
- Readers: Everyone
Abstract: Multi-Scale GANs for Memory-Effcient Generation of High Resolution Medical Images
Hristina Uzunova, Jan Ehrhardt, Fabian Jacob, Alex Frydrychowicz, Heinz Handels
- 2020 (modified: 09 Dec 2021)
- Bildverarbeitung für die Medizin 2020
- Readers: Everyone
Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images
Hristina Uzunova, Jan Ehrhardt, Heinz Handels
- 2020 (modified: 09 Dec 2021)
- CoRR 2020
- Readers: Everyone
Quantitative Comparison of Generative Shape Models for Medical Images
Hristina Uzunova, Paul Kaftan, Matthias Wilms, Nils D. Forkert, Heinz Handels, Jan Ehrhardt
- 2020 (modified: 09 Dec 2021)
- Bildverarbeitung für die Medizin 2020
- Readers: Everyone
Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks
Hristina Uzunova, Jan Ehrhardt, Heinz Handels
- 2020 (modified: 09 Dec 2021)
- MICCAI (4) 2020
- Readers: Everyone
Deep-Learning-Based Feature Encoding of Clinical Parameters for Patient Specific CTA Dose Optimization
Marja Fleitmann, Hristina Uzunova, Andreas Martin Stroth, Jan Gerlach, Alexander Fürschke, Jörg Barkhausen, Arpad Bischof, Heinz Handels
- 2020 (modified: 09 Dec 2021)
- MobiHealth 2020
- Readers: Everyone

View all 20 publications

Hristina Uzunova

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors