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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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09/29/2022
Training β-VAE by Aggregating a Learned Gaussian Posterior with a Decoupled Decoder
The reconstruction loss and the Kullback-Leibler divergence (KLD) loss i...
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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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07/04/2022
GAN-based generation of realistic 3D data: A systematic review and taxonomy
Data has become the most valuable resource in today's world. With the ma...
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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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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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01/03/2019
Towards Personalized Management of Type B Aortic Dissection Using STENT: a STandard cta database with annotation of the ENtire aorta and True-false lumen
Type B Aortic Dissection(TBAD) is a rare aortic disease with a high 5-ye...
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06/26/2018
Multi-Task Deep Convolutional Neural Network for the Segmentation of Type B Aortic Dissection
Type B aortic dissection (TBAD) is a rare but life threatening disease. ...
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06/12/2018
