Dr. Hristina Uzunova Profile

Dr. Hristina Uzunova

at DFKI Lübeck

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Publications (3)

Proceedings Article | 3 April 2024 Poster + Paper

Focused unsupervised image registration for structure-specific population analysis

Jan Ehrhardt, Hristina Uzunova, Paul Kaftan, Julia Krüger, Roland Opfer, Heinz Handels

Proceedings Volume 12927, 129272F (2024) https://doi.org/10.1117/12.3006119

KEYWORDS: Image registration, Image segmentation, Deformation, Image resolution, Image processing, Neuroimaging, Brain, Alzheimer disease

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Proceedings Article | 4 April 2022 Presentation + Paper

Synthesis of annotated pathological retinal OCT data with pathology-induced deformations

Hristina Uzunova, Leonie Basso, Jan Ehrhardt, Heinz Handels

Proceedings Volume 12033, 120333K (2022) https://doi.org/10.1117/12.2611126

KEYWORDS: Image segmentation, Optical coherence tomography, Pathology, Neural networks, Data modeling, Medical imaging, Image processing, Visualization, Tumors

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Proceedings Article | 15 March 2019 Presentation + Paper

Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders

Hristina Uzunova, Jan Ehrhardt, Timo Kepp, Heinz Handels

Proceedings Volume 10949, 1094911 (2019) https://doi.org/10.1117/12.2511964

KEYWORDS: Pathology, Medical imaging, Image segmentation, Optical coherence tomography, Neural networks, Brain, Magnetic resonance imaging, Image classification

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