research
∙
07/31/2022
Speckle2Speckle: Unsupervised Learning of Ultrasound Speckle Filtering Without Clean Data
In ultrasound imaging the appearance of homogeneous regions of tissue is...
share
research
∙
04/18/2019
Fully Automatic Segmentation of 3D Brain Ultrasound: Learning from Coarse Annotations
Intra-operative ultrasound is an increasingly important imaging modality...
research
∙
04/09/2019
End-to-End Learning-Based Ultrasound Reconstruction
Ultrasound imaging is caught between the quest for the highest image qua...
research
∙
01/14/2019
Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness
In this paper we propose a novel augmentation technique that improves no...
research
∙
11/05/2018
Redefining Ultrasound Compounding: Computational Sonography
Freehand three-dimensional ultrasound (3D-US) has gained considerable in...
research
∙
06/12/2018
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...
research
∙
11/16/2017