1 code implementation • 23 Nov 2023 • Martin Schilling, Christina Unterberg-Buchwald, Joachim Lotz, Martin Uecker
In this work, accuracy of deep learning methods is assessed for volumetric analysis (via segmentation) of the left ventricle in real-time free-breathing CMR at rest and under exercise stress.
2 code implementations • 4 Aug 2023 • GuanXiong Luo, Xiaoqing Wang, Mortiz Blumenthal, Martin Schilling, Erik Hans Ulrich Rauf, Raviteja Kotikalapudi, Niels Focke, Martin Uecker
Purpose: In this work, we present a workflow to construct generic and robust generative image priors from magnitude-only images.
1 code implementation • 28 Feb 2022 • Moritz Blumenthal, GuanXiong Luo, Martin Schilling, H. Christian M. Holme, Martin Uecker
Conclusion: By integrating non-linear operators and neural networks into BART, we provide a general framework for deep-learning-based reconstruction in MRI.