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Training β-VAE by Aggregating a Learned Gaussian Posterior with a Decoupled Decoder


Sep 29, 2022
Jianning Li, Jana Fragemann, Seyed-Ahmad Ahmadi, Jens Kleesiek, Jan Egger


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The HoloLens in Medicine: A systematic Review and Taxonomy


Sep 06, 2022
Christina Gsaxner, Jianning Li, Antonio Pepe, Yuan Jin, Jens Kleesiek, Dieter Schmalstieg, Jan Egger

* 35 pages, 11 figures 

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GAN-based generation of realistic 3D data: A systematic review and taxonomy


Jul 04, 2022
André Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger

* 52 pages 

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k-strip: A novel segmentation algorithm in k-space for the application of skull stripping


May 19, 2022
Moritz Rempe, Florian Mentzel, Kelsey L. Pomykala, Johannes Haubold, Felix Nensa, Kevin Kröninger, Jan Egger, Jens Kleesiek

* 11 pages, 6 figures, 2 tables 

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Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model


Apr 12, 2022
Jianning Li, David G. Ellis, Antonio Pepe, Christina Gsaxner, Michele R. Aizenberg, Jens Kleesiek, Jan Egger

* 9 pages 

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Review of Disentanglement Approaches for Medical Applications -- Towards Solving the Gordian Knot of Generative Models in Healthcare


Mar 21, 2022
Jana Fragemann, Lynton Ardizzone, Jan Egger, Jens Kleesiek

* 43 pages 

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Stochastic Modeling of Inhomogeneities in the Aortic Wall and Uncertainty Quantification using a Bayesian Encoder-Decoder Surrogate


Feb 21, 2022
Sascha Ranftl, Malte Rolf-Pissarczyk, Gloria Wolkerstorfer, Antonio Pepe, Jan Egger, Wolfgang von der Linden, Gerhard A. Holzapfel

* Preprint. 55 pages, 8 figures 

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MOMO -- Deep Learning-driven classification of external DICOM studies for PACS archivation


Dec 01, 2021
Frederic Jonske, Maximilian Dederichs, Moon-Sung Kim, Jan Egger, Lale Umutlu, Michael Forsting, Felix Nensa, Jens Kleesiek

* 21 pages 

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Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations


Nov 22, 2021
Antonio Pepe, Jan Egger, Marina Codari, Martin J. Willemink, Christina Gsaxner, Jianning Li, Peter M. Roth, Gabriel Mistelbauer, Dieter Schmalstieg, Dominik Fleischmann

* 28 pages 

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Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation


Aug 11, 2021
Jianning Li, Antonio Pepe, Christina Gsaxner, Yuan Jin, Jan Egger

* 18 pages, 11 figures, 1 table, 14 references 

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