Publikationen

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Marja Fleitmann; Hristina Uzunova; René Pallenberg; Andreas M Stroth; Jan Gerlach; Alexander Fürschke; Jörg Barkhausen; Arpad Bischof; Heinz Handels
Artificial Intelligence-Based Prediction of Contrast Medium Doses for Computed Tomography Angiography Using Optimized Clinical Parameter Sets
In: Methods of Information in Medicine, Vol. 63, Pages 1-10, Georg Thieme Verlag KG, Stuttgart, 2024.
Hristina Uzunova; Matthias Wilms; Nils D Forkert; Heinz Handels; Jan Ehrhardt
A systematic comparison of generative models for medical images
In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 17, Pages 1-12, Springer, 2022.
Hristina Uzunova; Leonie Basso; Jan Ehrhardt; Heinz Handels
Synthesis of annotated pathological retinal OCT data with pathology-induced deformations
In: Medical Imaging 2022: Computer-Aided Diagnosis. SPIE Medical Imaging, Pages 908-913, Vol. 12033, SPIE, 2022.
Hannes Ulrich; Hristina Uzunova; Heinz Handels; Josef Ingenerf
Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural Networks
In: Studies in Health Technology and Informatics, Vol. 294, Pages 357-361, IOS Press, 2022.
Hristina Uzunova; Heinz Handels; Jan Ehrhardt
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders
In: Proceedings of Machine Learning Research. Medical Imaging with Deep Learning (MIDL-2021), July 7-9, Lübeck/Virtual, Germany, MLResearchPress, …
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
In: Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021. Workshop …
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
In: Juan Ye; Michael J. O'Grady; Gabriele Civitarese; Kristina Yordanova (Hrsg.). Proceedings of the 10th EAI International Conference on Wireless …
Julia Andresen; Hristina Uzunova; Jan Ehrhardt; Heinz Handels
New Multiple Sclerosis Lesion Detection with Convolutional Neural Registration Networks
In: Olivier Commowick; Frédéric Cervenansky; François Cotton; Michel Dojat (Hrsg.). MICCAI2021 - MSSEG-2 challenge proceedings: Multiple sclerosis new …
Hristina Uzunova; Jan Ehrhardt; Heinz Handels
Memory-efficient GAN-based domain translation of high resolution 3D medical images
In: Computerized Medical Imaging and Graphics, Vol. 86, Pages 101801-101801, Elsevier, 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
In: Anne L. Martel; Purang Abolmaesumi; Danail Stoyanov; Diana Mateus; Maria A. Zuluaga; S. Kevin Zhou; Daniel Racoceanu; Leo Joskowicz (Hrsg.). …