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09/10/2023
Anatomy Completor: A Multi-class Completion Framework for 3D Anatomy Reconstruction
In this paper, we introduce a completion framework to reconstruct the ge...
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09/06/2022
The HoloLens in Medicine: A systematic Review and Taxonomy
The HoloLens (Microsoft Corp., Redmond, WA), a head-worn, optically see-...
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04/12/2022
Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model
Designing implants for large and complex cranial defects is a challengin...
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02/21/2022
Stochastic Modeling of Inhomogeneities in the Aortic Wall and Uncertainty Quantification using a Bayesian Encoder-Decoder Surrogate
Inhomogeneities in the aortic wall can lead to localized stress accumula...
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11/22/2021
Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations
Objective: Surveillance imaging of chronic aortic diseases, such as diss...
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08/11/2021
Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation
Medical images, especially volumetric images, are of high resolution and...
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08/06/2021
AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo
The aortic vessel tree is composed of the aorta and its branching arteri...
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11/16/2020
Deep Learning – A first Meta-Survey of selected Reviews across Scientific Disciplines and their Research Impact
Deep learning belongs to the field of artificial intelligence, where mac...
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10/28/2020
Medical Deep Learning – A systematic Meta-Review
Deep learning had a remarkable impact in different scientific discipline...
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06/22/2020
A Baseline Approach for AutoImplant: the MICCAI 2020 Cranial Implant Design Challenge
In this study, we present a baseline approach for AutoImplant (https://a...
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06/01/2020
An Online Platform for Automatic Skull Defect Restoration and Cranial Implant Design
We introduce a fully automatic system for cranial implant design, a comm...
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05/06/2020