Hristina Uzunova

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 27

Top Topics

Optical Coherence Tomography

Affine Registration

High Resolution

Top Venues

Bildverarbeitung für die Medizin

Int. J. Comput. Assist. Radiol. Surg.

Publications

Marc S. Seibel, Hristina Uzunova, Timo Kepp, Heinz Handels
Anatomical Conditioning for Contrastive Unpaired Image-to-Image Translation of Optical Coherence Tomography Images. CoRR (2024)
Jan Ehrhardt, Hristina Uzunova, Paul Kaftan, Julia Krüger, Roland Opfer, Heinz Handels
Abstract: Focused Unsupervised Image Registration for Structure-specific Population Analysis. Bildverarbeitung für die Medizin (2024)
Joshua Niemeijer, Jan Ehrhardt, Hristina Uzunova, Heinz Handels
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification. CoRR (2024)
Hristina Uzunova, Heinz Handels, Jan Ehrhardt
Abstract: Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders. Bildverarbeitung für die Medizin (2022)
Hristina Uzunova, Heinz Handels, Jan Ehrhardt
Low-Rank and Sparse Metamorphic Autoencoders for Unsupervised Pathology Disentanglement. MAD@MICCAI (2022)
Hristina Uzunova, Leonie Basso, Jan Ehrhardt, Heinz Handels
Synthesis of annotated pathological retinal OCT data with pathology-induced deformations. Medical Imaging: Computer-Aided Diagnosis (2022)
Hannes Ulrich, Hristina Uzunova, Heinz Handels, Josef Ingenerf
Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural Networks. MIE (2022)
Hristina Uzunova, Leonie Basso, Jan Ehrhardt, Heinz Handels
Abstract: Synthesis of Annotated Pathological Retinal OCT Data with Pathology-Induced Deformations. Bildverarbeitung für die Medizin (2022)
Hristina Uzunova, Matthias Wilms, Nils D. Forkert, Heinz Handels, Jan Ehrhardt
A systematic comparison of generative models for medical images. Int. J. Comput. Assist. Radiol. Surg. 17 (7) (2022)
Hristina Uzunova, Heinz Handels, Jan Ehrhardt
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders. MIDL (2021)
Hristina Uzunova, Jan Ehrhardt, Heinz Handels
Abstract: Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks. Bildverarbeitung für die Medizin (2021)
Hristina Uzunova, Jesse Kruse, Paul Kaftan, Matthias Wilms, Nils D. Forkert, Heinz Handels, Jan Ehrhardt
Analysis of Generative Shape Modeling Approaches - Latent Space Properties and Interpretability. Bildverarbeitung für die Medizin (2021)
Hristina Uzunova, Jan Ehrhardt, Heinz Handels
Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images. CoRR (2020)
Hristina Uzunova, Paul Kaftan, Matthias Wilms, Nils D. Forkert, Heinz Handels, Jan Ehrhardt
Quantitative Comparison of Generative Shape Models for Medical Images. Bildverarbeitung für die Medizin (2020)
Marja Fleitmann, Hristina Uzunova, Andreas Martin Stroth, Jan Gerlach, Alexander Fürschke, Jörg Barkhausen, Arpad Bischof, Heinz Handels
Deep-Learning-Based Feature Encoding of Clinical Parameters for Patient Specific CTA Dose Optimization. MobiHealth (2020)
Hristina Uzunova, Jan Ehrhardt, Heinz Handels
Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks. MICCAI (4) (2020)
Hristina Uzunova, Jan Ehrhardt, Fabian Jacob, Alex Frydrychowicz, Heinz Handels
Abstract: Multi-Scale GANs for Memory-Effcient Generation of High Resolution Medical Images. Bildverarbeitung für die Medizin (2020)
Hristina Uzunova, Jan Ehrhardt, Heinz Handels
Memory-efficient GAN-based domain translation of high resolution 3D medical images. Comput. Medical Imaging Graph. 86 (2020)
Hristina Uzunova, Sandra Schultz, Heinz Handels, Jan Ehrhardt
Unsupervised pathology detection in medical images using conditional variational autoencoders. Int. J. Comput. Assist. Radiol. Surg. 14 (3) (2019)
Hristina Uzunova, Jan Ehrhardt, Fabian Jacob, Alex Frydrychowicz, Heinz Handels
Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images. CoRR (2019)
Hristina Uzunova, Jan Ehrhardt, Timo Kepp, Heinz Handels
Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders. Medical Imaging: Image Processing (2019)
Hristina Uzunova, Sandra Schultz, Heinz Handels, Jan Ehrhardt
Evaluation of Image Processing Methods for Clinical Applications - Mimicking Clinical Data Using Conditional GANs. Bildverarbeitung für die Medizin (2019)
Hristina Uzunova, Jan Ehrhardt, Fabian Jacob, Alex Frydrychowicz, Heinz Handels
Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images. MICCAI (6) (2019)
Hristina Uzunova, Jan Ehrhardt, Timo Kepp, Heinz Handels
Abstract: Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational Autoencoders. Bildverarbeitung für die Medizin (2019)
Hristina Uzunova, Heinz Handels, Jan Ehrhardt
Unsupervised Pathology Detection in Medical Images using Learning-based Methods. Bildverarbeitung für die Medizin (2018)
Hristina Uzunova, Matthias Wilms, Heinz Handels, Jan Ehrhardt
Training CNNs for Image Registration from Few Samples with Model-based Data Augmentation. MICCAI (1) (2017)
Hristina Uzunova, Heinz Handels, Jan Ehrhardt
Robust Groupwise Affine Registration of Medical Images with Stochastic Optimization. Bildverarbeitung für die Medizin (2017)