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Featured Co-authors

Mitko Veta
22 publications
Ruud J. G. van Sloun
18 publications
Marcel Breeuwer
10 publications
Samaneh Abbasi-Sureshjani
7 publications
Josien Pluim
7 publications
Cian M. Scannell
6 publications
Cristian Lorenz
5 publications
Jürgen Weese
3 publications
Julian P. Merkofer
3 publications
Juergen Weese
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Yasmina Al Khalil
2 publications

∙ 06/05/2023

A Deep Learning Approach Utilizing Covariance Matrix Analysis for the ISBI Edited MRS Reconstruction Challenge

This work proposes a method to accelerate the acquisition of high-qualit...

0 Julian P. Merkofer, et al. ∙

∙ 09/09/2022

Pathology Synthesis of 3D Consistent Cardiac MR Im-ages Using 2D VAEs and GANs

We propose a method for synthesizing cardiac MR images with plausible he...

0 Sina Amirrajab, et al. ∙

∙ 08/09/2022

sim2real: Cardiac MR Image Simulation-to-Real Translation via Unsupervised GANs

There has been considerable interest in the MR physics-based simulation ...

0 Sina Amirrajab, et al. ∙

∙ 09/27/2021

Optimized Automated Cardiac MR Scar Quantification with GAN-Based Data Augmentation

Background: The clinical utility of late gadolinium enhancement (LGE) ca...

6 Didier R. P. R. M. Lustermans, et al. ∙

∙ 07/27/2020

XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms

Generative adversarial networks (GANs) have provided promising data enri...

0 Sina Amirrajab, et al. ∙

∙ 02/17/2020

4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model

We propose a hybrid controllable image generation method to synthesize a...

0 Samaneh Abbasi-Sureshjani, et al. ∙

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