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Fully Automatic Segmentation of 3D Brain Ultrasound: Learning from Coarse Annotations
Intra-operative ultrasound is an increasingly important imaging modality...
04/18/2019 ∙ by Julia Rackerseder, et al. ∙
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End-to-End Learning-Based Ultrasound Reconstruction
Ultrasound imaging is caught between the quest for the highest image qua...
04/09/2019 ∙ by Walter Simson, et al. ∙
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Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness
In this paper we propose a novel augmentation technique that improves no...
01/14/2019 ∙ by Magdalini Paschali, et al. ∙
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Redefining Ultrasound Compounding: Computational Sonography
Freehand three-dimensional ultrasound (3D-US) has gained considerable in...
11/05/2018 ∙ by Rüdiger Göbl, et al. ∙
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Initialize globally before acting locally: Enabling Landmark-free 3D US to MRI Registration
Registration of partial-view 3D US volumes with MRI data is influenced b...
06/12/2018 ∙ by Julia Rackerseder, et al. ∙
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SUPRA: Open Source Software Defined Ultrasound Processing for Real-Time Applications
Research in ultrasound imaging is limited in reproducibility by two fact...
11/16/2017 ∙ by Rüdiger Göbl, et al. ∙
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