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12/30/2022
Morphology-based non-rigid registration of coronary computed tomography and intravascular images through virtual catheter path optimization
Coronary Computed Tomography Angiography (CCTA) provides information on ...
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12/18/2020
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks
Deep learning models for semantic segmentation are able to learn powerfu...
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08/13/2020
Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface
Accurate estimation of the age in neonates is essential for measuring ne...
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07/22/2019
Image-and-Spatial Transformer Networks for Structure-Guided Image Registration
Image registration with deep neural networks has become an active field ...
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10/03/2018
A Comprehensive Approach for Learning-based Fully-Automated Inter-slice Motion Correction for Short-Axis Cine Cardiac MR Image Stacks
In the clinical routine, short axis (SA) cine cardiac MR (CMR) image sta...
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03/25/2018
