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Hristina Uzunova
Hristina Uzunova
Institute of Medical Informatics, University of Lübeck
Verified email at imi.uni-luebeck.de
Title
Cited by
Cited by
Year
Training CNNs for image registration from few samples with model-based data augmentation
H Uzunova, M Wilms, H Handels, J Ehrhardt
International Conference on Medical Image Computing and Computer-Assisted …, 2017
1232017
Unsupervised pathology detection in medical images using conditional variational autoencoders
H Uzunova, S Schultz, H Handels, J Ehrhardt
International journal of computer assisted radiology and surgery 14, 451-461, 2019
832019
Memory-efficient GAN-based domain translation of high resolution 3D medical images
H Uzunova, J Ehrhardt, H Handels
Computerized Medical Imaging and Graphics 86, 101801, 2020
502020
Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders
H Uzunova, J Ehrhardt, T Kepp, H Handels
Medical Imaging 2019: Image Processing 10949, 264-271, 2019
362019
Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images
H Uzunova, J Ehrhardt, F Jacob, A Frydrychowicz, H Handels
arXiv preprint arXiv:1907.01376, 2019
292019
Generation of annotated brain tumor MRIs with tumor-induced tissue deformations for training and assessment of neural networks
H Uzunova, J Ehrhardt, H Handels
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
132020
Temporal polyrigid registration for patch-based MPI reconstruction of moving objects
J Ehrhardt, M Ahlborg, H Uzunova, TM Buzug, H Handels
International Journal on Magnetic Particle Imaging IJMPI 5 (1-2), 2019
92019
A systematic comparison of generative models for medical images
H Uzunova, M Wilms, ND Forkert, H Handels, J Ehrhardt
International Journal of Computer Assisted Radiology and Surgery 17 (7 …, 2022
72022
Guided filter regularization for improved disentanglement of shape and appearance in diffeomorphic autoencoders
H Uzunova, H Handels, J Ehrhardt
Medical Imaging with Deep Learning, 774-786, 2021
72021
Unsupervised pathology detection in medical images using learning-based methods
H Uzunova, H Handels, J Ehrhardt
Bildverarbeitung für die Medizin 2018: Algorithmen-Systeme-Anwendungen …, 2018
72018
Image registration and appearance adaptation in non-correspondent image regions for new MS lesions detection
J Andresen, H Uzunova, J Ehrhardt, T Kepp, H Handels
Frontiers in Neuroscience 16, 981523, 2022
42022
Quantitative comparison of generative shape models for medical images
H Uzunova, P Kaftan, M Wilms, ND Forkert, H Handels, J Ehrhardt
Bildverarbeitung für die Medizin 2020: Algorithmen–Systeme–Anwendungen …, 2020
32020
Evaluation of Image Processing Methods for Clinical Applications: Mimicking Clinical Data Using Conditional GANs
H Uzunova, S Schultz, H Handels, J Ehrhardt
Bildverarbeitung für die Medizin 2019: Algorithmen–Systeme–Anwendungen …, 2019
32019
Synthesis of annotated pathological retinal OCT data with pathology-induced deformations
H Uzunova, L Basso, J Ehrhardt, H Handels
Medical Imaging 2022: Computer-Aided Diagnosis 12033, 908-913, 2022
22022
Deep-Learning-Based Feature Encoding of Clinical Parameters for Patient Specific CTA Dose Optimization
M Fleitmann, H Uzunova, AM Stroth, J Gerlach, A Fürschke, J Barkhausen, ...
Wireless Mobile Communication and Healthcare: 9th EAI International …, 2021
22021
Analysis of Generative Shape Modeling Approaches: Latent Space Properties and Interpretability
H Uzunova, J Kruse, P Kaftan, M Wilms, ND Forkert, H Handels, ...
Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021
22021
Robust groupwise affine registration of medical images with stochastic optimization
H Uzunova, H Handels, J Ehrhardt
Bildverarbeitung für die Medizin 2017: Algorithmen-Systeme-Anwendungen …, 2017
22017
New multiple sclerosis lesion detection with convolutional neural registration networks
J Andresen, H Uzunova, J Ehrhardt, H Handels
MSSEG-2 challenge proceedings: Multiple sclerosis new lesions segmentation …, 2021
12021
Focused Unsupervised Image Registration for Structure-specific Population Analysis
J Ehrhardt, H Uzunova, P Kaftan, J Krüger, R Opfer, H Handels
BVM Workshop, 52-52, 2024
2024
FluidRegNet: Longitudinal registration of retinal OCT images with new pathological fluids
J Andresen, J Ehrhardt, C von der Burchard, A Tatli, J Roider, H Handels, ...
Medical Imaging with Deep Learning, 2024
2024
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