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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
852017
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 (3), 451-461, 2019
532019
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
222019
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
222019
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
122020
Generation of annotated brain tumor MRIs with tumor-induced tissue deformations for training and assessment of neural networks
H Uzunova, J Ehrhardt, H Handels
International Conference on Medical Image Computing and Computer-Assisted …, 2020
62020
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 5 (1-2), 2019
52019
Unsupervised pathology detection in medical images using learning-based methods
H Uzunova, H Handels, J Ehrhardt
Bildverarbeitung für die Medizin 2018, 61-66, 2018
52018
Evaluation of image processing methods for clinical applications
H Uzunova, S Schultz, H Handels, J Ehrhardt
Bildverarbeitung für die Medizin 2019, 15-20, 2019
22019
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
12021
Analysis of Generative Shape Modeling Approaches
H Uzunova, J Kruse, P Kaftan, M Wilms, ND Forkert, H Handels, ...
Bildverarbeitung für die Medizin 2021, 344-349, 2021
12021
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, 201-207, 2020
12020
Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural Networks
H Ulrich, H Uzunova, H Handels, J Ingenerf
Studies in Health Technology and Informatics 294, 357-361, 2022
2022
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
2022
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, 1-12, 2022
2022
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
2021
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, ...
International Conference on Wireless Mobile Communication and Healthcare …, 2020
2020
Robust Groupwise Affine Registration of Medical Images with Stochastic Optimization
H Uzunova, H Handels, J Ehrhardt
Bildverarbeitung für die Medizin 2017, 62-67, 2017
2017
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Articles 1–18